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AMIA 2018: San Francisco, CA, USA
- AMIA 2018, American Medical Informatics Association Annual Symposium, San Francisco, CA, November 3-7, 2018. AMIA 2018
Panel - Didactic
- Fuad Abujarad, Megan Doerr, Michelle A. Meyer, Stephanie A. Kraft, Tiffani J. Bright:
Technology, Informed Consent, and Genomic Research: Powering Scale and Adaptability. - Rimma Belenkaya, Walter S. Campbell, Ruijun Chen, Michael J. Gurley, Stanley M. Huff, Gurvaneet Randhawa, Christian G. Reich, Mitra Rocca:
Data Standardization in Cancer: Challenges and Opportunities. - Barry H. Blumenfeld, Blackford Middleton, Sharon Sebastian, Stacie Carney, Maria Michaels:
From Evidence to Action: Enabling Opioid Pain Management Guidelines Through Patient-Centered Clinical Decision Support. - Roger Boodoo, Monique Diaz, Justin Taylor, Alaa Alsadi:
Blockchain Fundamentals for the Healthcare Professional: Realities, Use-cases, and Future Implications. - Michael Cantor, Rachel Gold, Laura M. Gottlieb, Hadi Kharrazi, Theresa Cullen:
Lessons Learned from Using Informatics to Address the Social Determinants of Health. - Rebecca Crowley Jacobson, Wendy W. Chapman, Hongfang Liu, Olga V. Patterson, Daniel S. Zisook:
Natural Language Processing at Scale - Perspectives from Five Healthcare Organizations. - Christine Dymek, Ming Tai-Seale, Vimla L. Patel, Jason S. Adelman, Julia Adler-Milstein:
EHR Log Data: An Untapped Health Data Goldmine for Clinical Informatics Research? - Shaun J. Grannis, Joshua R. Vest, Chirag Patel, Elle Holbrook, Brian E. Dixon:
Navigating the Exposome: Real-World Experiences Connecting Environment, Community, and Behavior to Health. - Christopher A. Harle, Laura G. Militello, Shilo H. Anders, Robert W. Hurley:
Informatics Needs and Solutions to Support Safe Opioid Prescribing and Effective Pain Care. - Harry Hochheiser, Javed Mostafa, Nils Gehlenborg, Shannon K. McWeeney, Valerie Florance:
Data Science in Biomedical Informatics Education: Critical Problems and Innovative Solutions. - James M. Hoffman, Josh F. Peterson, Naveen Muthu, Henry M. Dunnenberger:
Preemptive Clinical Decision Support: Delivering Precise Information Clinicians Will Actually Use to Prevent Harm. - Guoqian Jiang, Jon D. Duke, Daniella Meeker, Mitra Rocca, Harold R. Solbrig, Shawn N. Murphy:
Using HL7 FHIR to Improve Standardization and Interoperability of Common Data Models for Clinical and Translational Research. - David R. Kaufman, Catherine S. Smith, Alla Keselman, Anita C. Murcko:
Negotiating the Changing Digital Health Information Ecosystem in the Era of Fake Health News. - Kensaku Kawamoto, Kevin Shekleton, Isaac Vetter, Scott P. Narus:
Interoperable Apps and Services to Extend the EHR: Perspectives on Current State and Future Vision from Leading Vendors and Healthcare Systems. - Halil Kilicoglu, Aurélie Névéol, Timothy Clark, Hua Xu, Neil R. Smalheiser:
Methods and Tools to Enhance Rigor and Reproducibility of Biomedical Research. - Edward A. Kolb, Erin L. Crowgey, Daniel Eckrich, Samuel L. Volchenboum:
Applications for Improving Patient Care that Utilize Customized Common Data Models and Data Visualization Techniques. - Craig E. Kuziemsky, Laurie L. Novak, Carolyn Petersen, Anthony E. Solomonides, Jos Aarts:
Embracing Interdisciplinarity: A Commemoration of the Work of Dr. Samantha Adams. - John W. Loonsk, Catherine J. Staes, Joe Jackson, John Stamm:
Informatics Challenges, Solutions, and Opportunities for Public Health Electronic Case Reporting. - Allison B. McCoy, Dean F. Sittig, Adam Wright, Farah Magrabi:
Making Electronic Health Records Safer: Practical Strategies for Evaluation and Improvement. - Naveen Muthu, Allan Fong, Daria F. Ferro, Evan W. Orenstein:
Surveillance Methods for EHR Safety Hazards: A Panel Discussion. - Jenna M. Norton, David Carlson, Evelyn Gallego, Kaltun Ali, Andrew S. Narva, Theresa Cullen:
Improving Longitudinal Care Coordination with Person-centered Electronic (e-)Care Plans: Lessons from Efforts in Chronic Kidney Disease. - Kenneth S. Rubin, Peter J. Haug, Stanley M. Huff, Steve Hasley, Rick Freeman:
The Healthcare Services Platform Consortium: building a marketplace for healthcare applications. - Anne Smith, Jamie Lehner, Lisa Anderson, Kathy A. Lesh, Floyd Eisenberg:
Improving Expressivity in EHR Data Retrieves - Focus on Improving eCQMs. - Scott R. Smith, Susan Lumsden, Prashila Dullabh, Daniella Meeker, Beth Johnson:
Building Data Capacity for Patient-Centered Research. - Samantha Stonbraker, Elizabeth M. Heitkemper, Hwayoung Cho, Melissa Beauchemin, Rebecca Schnall:
Usability testing methods for mHealth apps designed for disadvantaged end-users. - Jessica L. Sturtevant, Darcy Louzao, Keith Marsolo, Kathleen McTigue, Lesley H. Curtis:
National Patient-Centered Clinical Research Network (PCORnet) Distributed Research Network (DRN): Questions Answered from Preparatory-to-Research to Comparative Effectiveness. - Jeremy L. Warner, Guergana Savova, Noemie Elhadad, Lisa Bastarache, David Gotz:
Computable Longitudinal Patient Trajectories. - Adam Wright, David W. Bates, Andrew D. Auerbach, Asli O. Weitkamp, Eric S. Kirkendall:
Innovative Informatics Research and Practice in the Era of Commercial Electronic Health Records: Our Experience Using Epic.
Panel - Interactive
- Eleanor J. Barone, Diane Montella, Linda Wedemeyer, Keith E. Campbell:
Standardization of Clinical Decision Support: an Essential Strategy for Interoperability and Optimization of Patient and Provider Experience. - Aziz A. Boxwala, Blackford Middleton, J. Marc Overhage, Julia Adler-Milstein:
The Road to Broader Adoption of CDS in a Learning Health System. - Alisa B. Busch, John Luo, Todd Peters:
Implementing Electronic Health Records in Psychiatric Settings: Lessons From the Field. - Jonathan J. Dick, Theresa Cullen, Paul Park:
Development and Implementation of HIT to Support NCDs in Low and Middle Income Countries. - Ashley M. Hughes, Stephanie Zajac, Javad Razjouyan, Rami Ahmed:
Sensor based assessment for learning and care quality: The new frontier. - Susan A. Matney, Steve Hasley, Robert M. Handzel, Bret S. E. Heale:
Family Planning, FHIR, and the Office of Population Affairs: Creating Interoperability Standards for Large-scale Public Health Programs. - Stéphane M. Meystre, David S. Carrell, Lynette Hirschman, John S. Aberdeen, Paul Fearn, Valentina Petkov, Jonathan C. Silverstein:
Automatic Text De-Identification: How and When is it Acceptable? - Laurie L. Novak, Rupa S. Valdez, Colin G. Walsh, Hojjat Salmasian, Eleanor Wynn:
The Intersection of Data Science, People, and Organizations in Health Care: An Interactive Discussion of Challenges and Solutions. - Mustafa Ozkaynak, Blaine Reeder, Gregory L. Alexander, Edmond Ramly, Rupa S. Valdez:
Improving Care Delivery in Nursing Homes with Informatics. - Yuri Quintana, Paul G. Biondich, Hamish S. F. Fraser, Andrew S. Kanter, John H. Holmes:
Implementation Science for Global Health Informatics Projects. - Robert S. Rudin, Shaun J. Grannis, Micky Tripathi, Jeffery Smith, Ben Moscovitch:
The Linchpin of Interoperability: Challenges and Solutions to Patient Record Matching. - Guergana Savova, Merida L. Johns, Nancy M. Lorenzi, Patricia F. Brennan, Rebecca Crowley Jacobson:
Women in AMIA - Resources for Emerging Leaders. - Justin Starren, William R. Hersh, Christopher Longhurst, Philip R. O. Payne:
Panel: Collaborative Science Within Academic Medical Centers: Opportunities and Challenges for Informatics. - Kim M. Unertl, Nancy M. Lorenzi, Laurie L. Novak, Patricia Sengstack:
Challenges and Opportunities in Studying Health IT Implementation Practices: Understanding the Trees and the Forest.
Paper - Regular
- Prakash Adekkanattu, Evan Sholle, Joseph J. DeFerio, Jyotishman Pathak, Stephen B. Johnson, Thomas R. Campion Jr.:
Ascertaining Depression Severity by Extracting Patient Health Questionnaire-9 (PHQ-9) Scores from Clinical Notes. - Majid Afshar, Cara Joyce, Anthony Oakey, Perry Formanek, Philip Yang, Matthew M. Churpek, Richard S. Cooper, Ron Price, Susan J. Zelisko, Dmitriy Dligach:
A Computable Phenotype for Acute Respiratory Distress Syndrome Using Natural Language Processing and Machine Learning. - Jessica S. Ancker, Cara Stabile, Jeanne Carter, Ling Chen, Daniel M. Stein, Peter D. Stetson, Andrew J. Vickers, Brett Simon, Larissa Temple, Andrea Pusic:
Informing, Reassuring, or Alarming? Balancing Patient Needs in the Development of a Postsurgical Symptom Reporting System in Cancer. - George S. Avrunin, Stefan C. Christov, Lori A. Clarke, Heather M. Conboy, Leon J. Osterweil, Marco A. Zenati:
Process Driven Guidance for Complex Surgical Procedures. - Renato Ferreira Leitão Azevedo, Daniel G. Morrow, James F. Graumlich, Ann M. Willemsen-Dunlap, Mark Hasegawa-Johnson, Thomas S. Huang, Kuangxiao Gu, Suma Bhat, Tarek Sakakini, Victor Sadauskas, Donald J. Halpin:
Using Conversational Agents to Explain Medication Instructions to Older Adults. - Roseric G. Azondekon:
Modeling the Complexity and Dynamics of the Malaria Research Collaboration Network in Benin: papers indexed in the Web Of Science (1996-2016). - Tyler Baldwin, Yufan Guo, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood:
Generalized Extraction and Classification of Span-Level Clinical Phrases. - Imon Banerjee, Hailey H. Choi, Terry S. Desser, Daniel L. Rubin:
A Scalable Machine Learning Approach for Inferring Probabilistic US-LI-RADS Categorization. - Douglas S. Bell, Kevin M. Baldwin, Christoph U. Lehmann, Elijah J. Bell, Emily C. Webber, Vishnu Mohan, Michael G. Leu, Jeffrey Hoffman, David C. Kaelber, Adam B. Landman, Howard D. Silverman, Jonathan D. Hron, Bruce P. Levy, Anthony A. Luberti, John T. Finnell, Charles Safran, Jonathan P. Palma, Peter L. Elkin, Bruce Forman, Eric G. Poon, James P. Killeen, David E. Avrin, Michael A. Pfeffer:
Characteristics of the National Applicant Pool for Clinical Informatics Fellowships (2016-2017). - Daniel C. Berrios, Afshin Beheshti, Sylvain Costes:
FAIRness and Usability for Open-access Omics Data Systems. - Ali Besiso, Jon D. Patrick, Vickie Ho, Yuzhong Cheng:
The Impact of an Enterprise Electronic Medical Record (EEMR) Model vs a Clinical Information System (CIS) Model on Usability, Efficiency, and Adaptability. - Johnna Blair, Yuhan Luo, Ning F. Ma, Sooyeon Lee, Eun Kyoung Choe:
OneNote Meal: A Photo-Based Food Diary Study for Reflective Meal Tracking. - Jonathan C. Blaisure, Werner Ceusters:
Enhancing the Representational Power of i2b2 through Referent Tracking. - Damian A. Borbolla, Teresa Taft, Peter Taber, Charlene R. Weir, Chuck Norlin, Kensaku Kawamoto, Guilherme Del Fiol:
Understanding Primary Care Providers' Information Gathering Strategies in the Care of Children and Youth with Special Health Care Needs. - Richard D. Boyce, Isabelle Ragueneau-Majlessi, Jingjing Yu, Jessica Sontheimer, Chris Kinsella, Eric Chou, Mathias Brochhausen, John Judkins, Brandon T. Gufford, Bruce Pinkleton, Rebecca L. Cooney, Mary Paine, Jeannine S. McCune:
Developing User Personas to Aid in the Design of a User-Centered Natural Product-Drug Interaction Information Resource for Researchers. - Selen Bozkurt, Jung Park In, Kathleen Mary Kan, Michelle Ferrari, Daniel L. Rubin, James D. Brooks, Tina Hernandez-Boussard:
An Automated Feature Engineering for Digital Rectal Examination Documentation using Natural Language Processing. - Elliott Brannon, Tianshi Wang, Jeremy Lapedis, Paul Valenstein, Michael S. Klinkman, Ellen Bunting, Alice Stanulis, Karandeep Singh:
Towards a Learning Health System to Reduce Emergency Department Visits at a Population Level. - Emily Brignone, Jamison D. Fargo, Rebecca K. Blais, Adi V. Gundlapalli:
Applying Machine Learning to Linked Administrative and Clinical Data to Enhance the Detection of Homelessness among Vulnerable Veterans. - Brittany L. Brown-Podgorski, Katy Ellis Hilts, Joshua R. Vest, Bita A. Kash, Cason D. Schmit:
The Association Between State-Level Health Information Exchange Laws and Hospital Participation in Community Health Information Organizations. - James J. Cimino, Ziran Li, Chunhua Weng:
An Exploration of the Terminology of Clinical Cognition and Reasoning. - Melissa D. Clarkson, Mark Whipple:
Variation in the representation of human anatomy within digital resources: Implications for data integration. - Richard Colbaugh, Kristin Glass, Christopher M. Rudolf, Mike Tremblay:
Learning to Identify Rare Disease Patients from Electronic Health Records. - Sarah A. Collins, Brittany Couture, Min-Jeoung Kang, Patricia C. Dykes, Kumiko O. Schnock, Christopher Knaplund, Frank Y. Chang, Kenrick Cato:
Quantifying and Visualizing Nursing Flowsheet Documentation Burden in Acute and Critical Care. - John D. D'Amore, Omar Bouhaddou, Sandra Mitchell, Chun Li, Russell Leftwich, Todd Turner, Matthew Rahn, Margaret Donahue, Jonathan R. Nebeker:
Interoperability Progress and Remaining Data Quality Barriers of Certified Health Information Technologies. - Dina Demner-Fushman, James G. Mork, Willie J. Rogers, Sonya E. Shooshan, Laritza M. Rodriguez, Alan R. Aronson:
Finding medication doses in the literature. - Paul R. Dexter, Jeff S. Warvel, Blaine Y. Takesue:
Identifying dominant inpatient trends leveraging electronic physician orders: The Medical Gopher 1993-2016. - Margaret Donahue, Omar Bouhaddou, Nelson Hsing, Todd Turner, Glen Crandall, Joseph R. Nelson, Jonathan R. Nebeker:
Veterans Health Information Exchange: Successes and Challenges of Nationwide Interoperability. - Dawn Dowding, Jacqueline A. Merrill, David Russell:
Using Feedback Intervention Theory to Guide Clinical Dashboard Design. - Ashimiyu B. Durojaiye, Nicolette M. McGeorge, Kristen Webster, Cagla Oruc, Ayse P. Gurses:
Characterizing the Utilization of the Problem List for Pediatric Trauma Care. - Frédéric Ehrler, Liliane Tran Gschwind, Philippe Meyer, Christian Lovis, Katherine S. Blondon:
SMART-MEDS: Development of a Medication Adherence App for Acute Coronary Syndrome Patients based on a Gamified Behaviour Change Model. - Daniel J. Feller, Jason Zucker, Oliver J. Bear Don't Walk IV, Bharat Srikishan, Roxana Martinez, Henry Evans, Michael T. Yin, Peter Gordon, Noemie Elhadad:
Towards the Inference of Social and Behavioral Determinants of Sexual Health: Development of a Gold-Standard Corpus with Semi-Supervised Learning. - Suruchi Fialoke, Anders Malarstig, Melissa Miller, Alexandra Dumitriu:
Application of Machine Learning Methods to Predict Non-Alcoholic Steatohepatitis (NASH) in Non-Alcoholic Fatty Liver (NAFL) Patients. - Allen J. Flynn, Julia Adler-Milstein, Peter Boisvert, Nathaniel Gittlen, Carl Lagoze, George Meng, F. Jacob Seagull, Charles P. Friedman:
ScriptNumerate: A Data-to-Advice Pipeline using Compound Digital Objects to Increase the Interoperability of Computable Biomedical Knowledge. - Kin Wah Fung, Julia Xu, Filip Ameye, Arturo Romero-Gutiérrez, Ariel Busquets:
Re-purposing the ICD-9-CM Procedures Index for Coding in ICD-10-PCS and SNOMED CT. - Wendong Ge, Jin-Won Huh, Yu Rang Park, Jae Ho Lee, Young-Hak Kim, Alexander Turchin:
An Interpretable ICU Mortality Prediction Model Based on Logistic Regression and Recurrent Neural Networks with LSTM Units. - James Geller, Vipina Kuttichi Keloth, Mark A. Musen:
How Sustainable are Biomedical Ontologies? - Sigfried Gold, Andrea Batch, Robert C. McClure, Guoqian Jiang, Hadi Kharrazi, Rishi Saripalle, Vojtech Huser, Chunhua Weng, Nancy K. Roderer, Ana Szarfman, Niklas Elmqvist, David Gotz:
Clinical Concept Value Sets and Interoperability in Health Data Analytics. - Isaac H. Goldstein, Michelle R. Hribar, Leah G. Reznick, Michael F. Chiang:
Analysis of Total Time Requirements of Electronic Health Record Use by Ophthalmologists Using Secondary EHR Data. - María Adela Grando, Areti Manataki, Stephanie K. Furniss, Benjamin J. Duncan, Andrew J. Solomon, David R. Kaufman, Sarah Hirn, Robert Sunday, Joanne Bouchereau, Bradley N. Doebbeling, Matthew M. Burton, Karl A. Poterack, Tim Miksch, Richard Helmers:
Multi-Method Study of Electronic Health Records Workflows. - Yang Gu, Gondy Leroy, Sydney Pettygrove, Maureen K. Galindo, Margaret Kurzius-Spencer:
Optimizing Corpus Creation for Training Word Embedding in Low Resource Domains: A Case Study in Autism Spectrum Disorder (ASD). - Yufan Guo, Joy T. Wu, Tyler Baldwin, David Beymer, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood:
Improving the Path from Diagnoses to Documentation: A Cognitive Review Tool for Clinical Notes and Administrative Records. - Christopher A. Harle, Nate C. Apathy, Robert L. Cook, Elizabeth C. Danielson, Julie Diiulio, Sarah M. Downs, Robert W. Hurley, Burke W. Mamlin, Laura G. Militello, Shilo H. Anders:
Information Needs and Requirements for Decision Support in Primary Care: An Analysis of Chronic Pain Care. - Md. Kamrul Hasan, Md Munirul Haque, Riddhiman Adib, Jannatul Ferdause Tumpa, Richard R. Love, Azima Begum, Young L. Kim, Sheikh Iqbal Ahamed:
SmartHeLP: Smartphone-based Hemoglobin Level Prediction Using an Artificial Neural Network. - Hamed Hassanzadeh, Mahnoosh Kholghi, Anthony N. Nguyen, Kevin Chu:
Clinical Document Classification Using Labeled and Unlabeled Data Across Hospitals. - Peter J. Haug, Scott P. Narus, Joseph Bledsoe, Stanley M. Huff:
Promoting national and international standards to build interoperable clinical applications. - Jette Henderson, Huan He, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Joydeep Ghosh, Joyce C. Ho:
Phenotyping through Semi-Supervised Tensor Factorization (PSST). - Na Hong, Andrew Wen, Majid Rastegar-Mojarad, Sunghwan Sohn, Hongfang Liu, Guoqian Jiang:
Standardizing Heterogeneous Annotation Corpora Using HL7 FHIR for Facilitating their Reuse and Integration in Clinical NLP. - Michelle R. Hribar, David A. Biermann, Isaac H. Goldstein, Michael F. Chiang:
Clinical Documentation in Electronic Health Record Systems: Analysis of Patient Record Review During Outpatient Ophthalmology Visits. - Pei-Yun Sabrina Hsueh, Subhro Das, Chandramouli Maduri, Karie Kelly:
Learning to Personalize from Practice: A Real World Evidence Approach of Care Plan Personalization based on Differential Patient Behavioral Responses in Care Management Records. - Vojtech Huser, Liz Amos:
Analyzing Real-World Use of Research Common Data Elements. - Brian R. Jackson:
Social Responsibility Practices of EHR Vendors: An Analysis of Disclosures in Annual Corporate Reports and Websites. - Antonio Jimeno-Yepes, Andrew D. MacKinlay, Natalie Gunn, Christine Schieber, Noel Faux, Matthew Downton, Benjamin Goudey, Richard L. Martin:
A hybrid approach for automated mutation annotation of the extended human mutation landscape in scientific literature. - Kensaku Kawamoto, Michael C. Flynn, Polina V. Kukhareva, David El Halta, Rachel Hess, Travis Gregory, Chris Walls, Angela M. Wigren, Damian A. Borbolla, Bruce E. Bray, Mary H. Parsons, Brett L. Clayson, Melissa S. Briley, Carole H. Stipelman, Dean Taylor, Carrie S. King, Guilherme Del Fiol, Thomas J. Reese, Charlene R. Weir, Teresa Taft, Michael B. Strong:
A Pragmatic Guide to Establishing Clinical Decision Support Governance and Addressing Decision Support Fatigue: a Case Study. - William R. Kearns, Jason A. Thomas:
Resource and Response Type Classification for Consumer Health Question Answering. - Vipina Kuttichi Keloth, Zhe He, Yan Chen, James Geller:
Leveraging Horizontal Density Differences between Ontologies to Identify Missing Child Concepts: A Proof of Concept. - Min-hyung Kim, Yiye Zhang, Jessica S. Ancker:
Augmenting community-level social determinants of health data with individual-level survey data. - Youngjun Kim, Paul M. Heider, Stéphane M. Meystre:
Ensemble-based Methods to Improve De-identification of Electronic Health Record Narratives. - Andrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Milos Hauskrecht, Shyam Visweswaran:
Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System. - Jodi Kodish-Wachs, J. Marc Overhage, Patrick Kenny III, Emin Agassi:
A systematic comparison of contemporary automatic speech recognition engines for conversational clinical speech. - Alexandra Kogan, Samson W. Tu, Mor Peleg:
Goal-driven management of interacting clinical guidelines for multi-morbidity patients. - Polina V. Kukhareva, Charlene R. Weir, Catherine J. Staes, Damian A. Borbolla, Stacey Slager, Kensaku Kawamoto:
Integration of Clinical Decision Support and Electronic Clinical Quality Measurement: Domain Expert Insights and Implications for Future Direction. - Erich Kummerfeld, Justin Anker, Alexander Rix, Matt Kushner:
Methodological Advances in the Study of Hidden Variables: A Demonstration on Clinical Alcohol Use Disorder Data. - Eva K. Lee, Haozheng Tian, Jinha Lee, Xin Wei, John Neeld, K. Doug Smith, Alan R. Kaplan:
Investigating a Needle-based Epidural Procedure in Obstetric Anesthesia. - Wayne H. Liang, Avi Madan-Swain, Robert M. Cronin, Gretchen Purcell Jackson:
Development of a Technology-Supported, Lay Peer-to-Peer Family Engagement Consultation Service in a Pediatric Hospital. - Albee Y. Ling, Emily Alsentzer, Josephine Chen, Juan M. Banda, Suzanne Tamang, Evan P. Minty:
Scalable Electronic Phenotyping For Studying Patient Comorbidities. - Hao Liu, James Geller, Michael Halper, Yehoshua Perl:
Using Convolutional Neural Networks to Support Insertion of New Concepts into SNOMED CT. - Yongtai Liu, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Abel N. Kho, David S. Carrell, Bradley A. Malin:
Detecting the Presence of an Individual in Phenotypic Summary Data. - Christina Lohr, Stephanie Luther, Franz Matthies, Udo Hahn:
CDA-compliant section annotation of German-language discharge summaries: Guideline development, annotation campaign, section classification. - Thusitha De Silva Mabotuwana, Varun Bhandarkar, Christopher S. Hall, Martin L. Gunn:
Detecting Technical Image Quality in Radiology Reports. - Janos L. Mathe, Scott D. Nelson, Stuart Weinberg, Christoph U. Lehmann, András Nádas, Asli O. Weitkamp:
Leveraging Knowledge Representation to Maintain Immunization Clinical Decision Support. - Scott P. Narus, Noman Rahman, Darren K. Mann, Shan He, Peter J. Haug:
Enhancing a Commercial EMR with an Open, Standards-Based Publish-Subscribe Infrastructure. - Anthony N. Nguyen, Donna L. Truran, Madonna Kemp, Bevan Koopman, David Conlan, John O'Dwyer, Ming Zhang, Sarvnaz Karimi
, Hamed Hassanzadeh, Michael Lawley, Damian J. Green:
Computer-Assisted Diagnostic Coding: Effectiveness of an NLP-based approach using SNOMED CT to ICD-10 mappings. - Christopher R. Norman, Mariska M. G. Leeflang, Aurélie Névéol:
Data Extraction and Synthesis in Systematic Reviews of Diagnostic Test Accuracy: A Corpus for Automating and Evaluating the Process. - William Ogallo, Carol Friedman, Andrew S. Kanter:
Validation of the Behavior of a Knowledge Base Implementing Clinical Guidelines for Point-of-Care Antiretroviral Toxicity Monitoring. - Katie O'Leary, Daryl Tanghe, Wanda Pratt, James D. Ralston:
Collaborative Health Reminders and Notifications: Insights from Prototypes. - John David Osborne, Adarsh Khare, Donald D. Dempsey, James M. Wells, Matthew C. Wyatt, Geoffrey D. Gordon, Wayne H. Liang, James J. Cimino:
Phenotype Detection Registry System (PheDRS) - Implementation of a Generalizable Single Institution Clinical Registry Architecture. - Peter Oxley, John Ruffing, Thomas R. Campion Jr., Terrie R. Wheeler, Curtis L. Cole:
Design and Implementation of a Secure Computing Environment for Analysis of Sensitive Data at an Academic Medical Center. - Sheetal Pandrekar Mangesh, Xin Chen, Gaurav Gopalkrishna, Avi Srivastava, Mary M. Saltz, Joel H. Saltz, Fusheng Wang:
Social Media Based Analysis of Opioid Epidemic Using Reddit. - Enea Parimbelli, Szymon Wilk, Stephen P. Kingwell, Pavel Andreev, Wojtek Michalowski:
Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression Management. - Xuefeng Peng, Yi Ding, David Wihl, Omer Gottesman, Matthieu Komorowski, Li-Wei H. Lehman, Andrew Slavin Ross, Aldo Faisal, Finale Doshi-Velez:
Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning. - Rimma Perotte, Greg O. Lewin, Ujwala Tambe, Jamie B. Galorenzo, David K. Vawdrey, Olabiyi O. Akala, Jasnit S. Makkar, Dana J. Lin, Lisa Mainieri, Betty Chang:
Improving Emergency Department Flow: Reducing Turnaround Time for Emergent CT Scans. - Andrew Placona, Fengjuan Wang, Rich King:
Longitudinal Clustering of High Cost Patients' Spend Trajectories: Delineating Individual Behaviors from Aggregate Trends. - Lisiane Pruinelli, Sisi Ma, Bonnie L. Westra, Steven G. Johnson, Susan O'Conner-Von, Stuart M. Speedie:
Multiple Factors Drive Opioid Prescribing at the Time of Discharge. - Manuel Quesada-Martínez, Mar Marcos, Francisco Abad Navarro, Begoña Martínez-Salvador, Jesualdo Tomás Fernández-Breis:
Towards the semantic enrichment of Computer Interpretable Guidelines: a method for the identification of relevant ontological terms. - Yuri Quintana, Darren Fahy, Bradley H. Crotty, Ruchira Jain, Eli Kaldany, Maxwell Gorenberg, Lewis A. Lipsitz, Diane Engorn, Jorge Alberto Rodriguez, Alex Orfanos, Adarsha S. Bajracharya, Juan Henao, May Adra, David Skerry, Warner V. Slack, Charles Safran:
InfoSAGE: Supporting Elders and Families through Online Family Networks. - Santiago Romero-Brufau, Petro M. Kostandy, Kayse Maass Lee, Phichet Wutthisirisart, Mustafa Y. Sir, Brian J. Bartholmai, Mickael Stuve, Kalyan S. Pasupathy:
Development of data integration and visualization tools for the Department of Radiology to display operational and strategic metrics. - Hillol Sarker, Allison Tam, Morgan Foreman, Nicholas Fay, Murtaza Dhuliawala, Amar Das:
Detection of Stereotypical Motor Movements in Autism using a Smartwatch-based System. - Thomas B. Silverman, Gilad J. Kuperman, Alejandro Vanegas, Margaret Sin, Jill Dimond, Katherine Crew, Rita Kukafka:
An Applied Framework in Support of Shared Decision Making about BRCA Genetic Testing. - Margaret Sin, Julia McGuinness, Meghna S. Trivedi, Alejandro Vanegas, Thomas B. Silverman, Katherine Crew, Rita Kukafka:
Automatic Genetic Risk Assessment Calculation Using Breast Cancer Family History Data from the EHR compared to Self-Report. - Harold R. Solbrig, Na Hong, Shawn N. Murphy, Guoqian Jiang:
Automated Population of an i2b2 Clinical Data Warehouse using FHIR. - Gillian Strudwick, Carrie Clark, Marcos Sanches, John Strauss:
Predictors of Mental Health Professionals' Perceptions of Patient Portals. - Qingxiong Tan, Andy Jinhua Ma, Huiqi Deng, Vincent W. S. Wong, Yee-Kit Tse, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Ching Ling Jessica Yuet, Francis Ka-Leung Chan, Pong C. Yuen:
A Hybrid Residual Network and Long Short-Term Memory Method for Peptic Ulcer Bleeding Mortality Prediction. - Leigh Anne Tang, Kevin B. Johnson, Yaa A. Kumah-Crystal:
Breadcrumbs: Assessing the Feasibility of Automating Provider Documentation Using Electronic Health Record Activity. - Stuart J. Taylor, Sanda M. Harabagiu:
The Role of a Deep-Learning Method for Negation Detection in Patient Cohort Identification from Electroencephalography Reports. - Manabu Torii, Elly W. Yang, Son Doan:
A Preliminary Study of Clinical Concept Detection Using Syntactic Relations. - Anne M. Turner, Katie P. Osterhage, Jean O. Taylor, Andrea L. Hartzler, George Demiris:
A Closer Look at Health Information Seeking by Older Adults and Involved Family and Friends: Design Considerations for Health Information Technologies. - Omar A. Usman, Connie Oshiro, Justin G. Chambers, Samson W. Tu, Susana B. Martins, Amy Robinson, Mary K. Goldstein:
Selecting Test Cases from the Electronic Health Record for Software Testing of Knowledge-Based Clinical Decision Support Systems. - Liqin Wang, DJoshua R. Lakin, Clay Riley, Zfania Tom Korach, Laura Frain, Li Zhou:
Disease Trajectories and End-of-Life Care for Dementias: Latent Topic Modeling and Trend Analysis Using Clinical Notes. - QuangQiu Wang, Rong Xu:
Disease comorbidity-guided drug repositioning: a case study in schizophrenia. - Mark G. Weiner, Wasiq Sheikh, Harold P. Lehmann:
Interactive Cost-benefit Analysis: Providing Real-World Financial Context to Predictive Analytics. - Lauren Wilcox, Marianne Sharko, Matthew K. Hong, Julie Hollberg, Jessica S. Ancker:
The Need for Guidance and Consistency in Adolescent Privacy Policies: A Survey of CMIOs. - Boris Winterhoff, Stefan Kommoss, Florian Heitz, Gottfried Konecny, Sean Dowdy, Sally Mullany, Tjoung-won Simon, Klaus Baumann, Felix Hilpert, Sara Brucker, Andreas du Bios, Willibald Schröde, Alexander Burges, Steven Shen, Jinhua Wang, Roshan Tourani, Sisi Ma, Jacobus Pfisterer, Constantin F. Aliferis:
Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions. - Danny T. Wu, Karthikayan Meganathan, Matthew Newcomb, Yizhao Ni, Judith W. Dexheimer, Eric S. Kirkendall, Stephen Andrew Spooner:
A Comparison of Existing Methods to Detect Weight Data Errors in a Pediatric Academic Medical Center. - Yonghui Wu, Xi Yang, Jiang Bian, Yi Guo, Hua Xu, William R. Hogan:
Combine Factual Medical Knowledge and Distributed Word Representation to Improve Clinical Named Entity Recognition. - Eryu Xia, Wen Sun, Jing Mei, Enliang Xu, Ke Wang, Yong Qin:
Mining Disease-Symptom Relation from Massive Biomedical Literature and Its Application in Severe Disease Diagnosis. - Yushi Yang, Ellen J. Bass, Paulina S. Sockolow, Kathryn H. Bowles:
Knowledge Elicitation of Homecare Admission Decision Making Processes via Focus Group, Member Checking and Data Visualization. - Po-Yin Yen, Marjorie M. Kelley, Marcelo A. Lopetegui, Abhijoy Saha, Jacqueline Loversidge, Esther M. Chipps, Lynn Gallagher-Ford, Jacalyn Buck:
Nurses' Time Allocation and Multitasking of Nursing Activities: A Time Motion Study. - Xi Zhang, Lifang He, Kun Chen, Yuan Luo, Jiayu Zhou, Fei Wang:
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease. - Ling Zheng, Hao Liu, Yehoshua Perl, James Geller, Christopher Ochs, James T. Case:
Overlapping Complex Concepts Have More Commission Errors, Especially in Intensive Terminology Auditing. - Yan Zhuang, Lincoln Sheets, Zonyin Shae, Jeffrey J. P. Tsai, Chi-Ren Shyu:
Applying Blockchain Technology for Health Information Exchange and Persistent Monitoring for Clinical Trials.
Paper - Student
- Yichen Jiang, Chenghong Wang, Shuang Wang:
Privacy-preserving biomedical data dissemination via a hybrid approach. - Rashmie Abeysinghe, Xufeng Qu, Licong Cui:
Identifying Similar Non-Lattice Subgraphs in Gene Ontology based on Structural Isomorphism and Semantic Similarity of Concept Labels. - Philipp Burckhardt, Daniel S. Nagin, Vijaya P. Vijayasarathy, Rema Padman:
Multi-Trajectory Modeling to Predict Acute Kidney Injury in Chronic Kidney Disease Patients. - Yu Chen, Kingsley Travis Abel, Steven C. Cramer, Kai Zheng, Yunan Chen:
Recovery in My Lens: A Study on Stroke Vlogs. - Alex Cheng, Jules White:
Using Wayfinding Data to Understand Patient Travel Within a Medical Center. - Aaron S. Coyner, Ryan Swan, James M. Brown, Jayashree Kalpathy-Cramer, Sang-Jin Kim, John Peter Campbell, Karyn Jonas, Susan Ostmo, R. V. P. Chan, Michael F. Chiang:
Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity. - Benjamin J. Duncan, Andrew J. Solomon, Lu Zheng, Bradley N. Doebbeling, Stephanie K. Furniss, María Adela Grando, Matthew M. Burton, Karl A. Poterack, Tim Miksch, Richard Helmers, David R. Kaufman:
In Search of Vital Signs: A Comparative Study of EHR Documentation. - Elizabeth V. Eikey, Kayla M. Booth, Kai Zheng, Yunan Chen:
The Use of General Health Apps Among Users with Specific Conditions: Why College Women with Disordered Eating Adopt Food Diary Apps. - Shara Feld, Kaitlin M. Woo, Roxana Alexandridis, Yirong Wu, Jie Liu, Peggy L. Peissig, Adedayo A. Onitilo, Jennifer Cox, David Page, Elizabeth S. Burnside:
Improving breast cancer risk prediction by using demographic risk factors, abnormality features on mammograms and genetic variants. - Grace Gao, David S. Pieczkiewicz, Madeleine J. Kerr, Ruth Lindquist, Chih-Lin Chi, Sasank Maganti, Robin Austin, Mary Jo Kreitzer, Katherine A. Todd, Karen A. Monsen:
Exploring Older Adults' Strengths, Problems, and Wellbeing Using De-identified Electronic Health Record Data. - Lisa V. Grossman, Ruth M. Masterson Creber, Beatriz Ryan, Susan Restaino, Irma J. Alarcon, Fernanda C. Polubriaginof, Suzanne Bakken, David K. Vawdrey:
Providers' Perspectives on Sharing Health Information through Acute Care Patient Portals. - Shefali Haldar, Sonali R. Mishra, Maher Khelifi, Ari H. Pollack, Wanda Pratt:
Exploring the Design of an Inpatient Peer Support Tool: Views of Adult Patients. - Emily R. Hankosky, Heather M. Bush, Linda P. Dwoskin, Daniel R. Harris, Darren W. Henderson, Guo-Qiang Zhang, Patricia R. Freeman, Jeffery C. Talbert:
Retrospective analysis of health claims to evaluate pharmacotherapies with potential for repurposing: Association of bupropion and stimulant use disorder remission. - Lauren Houston, Ping Yu, Allison Martin, Yasmine C. Probst:
Defining and Developing a Generic Framework for Monitoring Data Quality in Clinical Research. - Abigail Huang, Michelle R. Hribar, Isaac H. Goldstein, Brad Henriksen, Wei-Chun Lin, Michael F. Chiang:
Clinical Documentation in Electronic Health Record Systems: Analysis of Similarity in Progress Notes from Consecutive Outpatient Ophthalmology Encounters. - Sukrit S. Jain, Indra Neil Sarkar, Paul Stey, Rajsavi S. Anand, Dustin R. Biron, Elizabeth S. Chen:
Using Demographic Factors and Comorbidities to Develop a Predictive Model for ICU Mortality in Patients with Acute Exacerbation COPD. - Victor Janmey, Peter L. Elkin:
Re-Identification Risk in HIPAA De-Identified Datasets: The MVA Attack. - Mengyuan Kan, Maya Shumyatcher, Avantika Diwadkar, Gabriel Soliman, Blanca E. Himes:
Integration of Transcriptomic Data Identifies Global and Cell-Specific Asthma-Related Gene Expression Signatures. - Piyapong Khumrin, Anna Ryan, Terry S. Judd, Karin Verspoor:
DrKnow: A Diagnostic Learning Tool with Feedback from Automated Clinical Decision Support. - Trang T. Le, Nigel O. Blackwood, Jaclyn N. Taroni, Weixuan Fu, Matthew K. Breitenstein:
Integrated machine learning pipeline for aberrant biomarker enrichment (i-mAB): characterizing clusters of differentiation within a compendium of systemic lupus erythematosus patients. - Thibault Ledieu, Guillaume Bouzillé, Catherine Plaisant, Frantz Thiessard, Elisabeth Polard, Marc Cuggia:
Mining clinical big data for drug safety: Detecting inadequate treatment with a DNA sequence alignment algorithm. - Matthew C. Lenert, Colin G. Walsh:
Balancing Performance and Interpretability: Selecting Features with Bootstrapped Ridge Regression. - Wei-Chun Lin, Isaac H. Goldstein, Michelle R. Hribar, Abigail Huang, Michael F. Chiang:
Secondary Use of Electronic Health Record Data for Prediction of Outpatient Visit Length in Ophthalmology Clinics. - Kevin Lybarger, Meliha Yetisgen, Mari Ostendorf:
Using Neural Multi-task Learning to Extract Substance Abuse Information from Clinical Notes. - Vincent J. Major, Alisa Surkis, Yindalon Aphinyanaphongs:
Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research. - Sean P. Mikles, Shefali Haldar, Shih-Yin Lin, Julie A. Kientz, Anne M. Turner:
Trust and Sharing in an Interprofessional Environment: A Thematic Analysis From Child Development Support Work in the Community. - Sonali R. Mishra, Shefali Haldar, Maher Khelifi, Ari H. Pollack, Wanda Pratt:
Must We Bust the Trust?: Understanding How the Clinician-Patient Relationship Influences Patient Engagement in Safety. - Mina Ostovari, Denny Yu, Charlotte Steele-Morris Joy:
Identifying Key Players in the Care Process of Patients with Diabetes Using Social Network Analysis and Administrative Data. - Jay S. Patel, Danielle L. Mowery, Anand Krishnan, Thankam P. Thyvalikakath:
Assessing Information Congruence of Documented Cardiovascular Disease between Electronic Dental and Medical Records. - Kevin J. Peterson, Hongfang Liu:
The Sublanguage of Clinical Problem Lists: A Corpus Analysis. - Panayiotis Petousis, Arash Naeim, Ali Mosleh, William Hsu:
Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models. - Fernanda C. Polubriaginof, Ning Shang, George Hripcsak, Nicholas P. Tatonetti, David K. Vawdrey:
Low Screening Rates for Diabetes Mellitus Among Family Members of Affected Relatives. - Aditya S. Ponnapalli, María Adela Grando, Anita C. Murcko, Pete Wertheim:
Systematic Literature Review of Prescription Drug Monitoring Programs. - Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Frank Drews, Teresa Taft, Heidi Kramer, Charlene R. Weir:
When an Alert is Not an Alert: A Pilot Study to Characterize Behavior and Cognition Associated with Medication Alerts. - Martin G. Seneviratne, Juan M. Banda, James D. Brooks, Nigam Shah, Tina Hernandez-Boussard:
Identifying cases of metastatic prostate cancer using machine learning on electronic health records. - Feichen Shen, Hongfang Liu:
Incorporating Knowledge-Driven Insights into a Collaborative Filtering Model to Facilitate the Differential Diagnosis of Rare Diseases. - Megan Shroder, Shilo H. Anders, Marian Dorst, Gretchen Purcell Jackson:
Communication Technology Use and Preferences for Pregnant Women and Their Caregivers. - Yuqi Si, Kirk E. Roberts:
A Frame-Based NLP System for Cancer-Related Information Extraction. - Carson Tao, Michele Filannino, Özlem Uzuner:
FABLE: A Semi-Supervised Prescription Information Extraction System. - Jiayi Tong, Jing Huang, Jingcheng Du, Yi Cai, Cui Tao, Yong Chen:
Identification of Rare Adverse Events with Year-varying Reporting Rates for FLU4 Vaccine in VAERS. - Qiang Wei, Amy Franklin, Trevor Cohen, Hua Xu:
Clinical text annotation - what factors are associated with the cost of time? - Sherrie Xie, Blanca E. Himes:
Approaches to Link Geospatially Varying Social, Economic, and Environmental Factors with Electronic Health Record Data to Better Understand Asthma Exacerbations. - Chengliang Yang, Anand Rangarajan, Sanjay Ranka:
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification. - Bin Yao, Hong Kang, Ju Wang, Sicheng Zhou, Yang Gong:
Toward Reporting Support and Quality Assessment for Learning from Reporting: A Necessary Data Element Model for Narrative Medication Error Reports. - Zhijun Yin, Jeremy L. Warner, Bradley A. Malin:
Learning When Communications Between Healthcare Providers Indicate Hormonal Therapy Medication Discontinuation. - Hansi Zhang, Zhe He, Xing He, Yi Guo, David R. Nelson, François Modave, Yonghui Wu, William R. Hogan, Mattia Prosperi, Jiang Bian:
Computable Eligibility Criteria through Ontology-driven Data Access: A Case Study of Hepatitis C Virus Trials. - Sicheng Zhou, Hong Kang, Bin Yao, Yang Gong:
Analyzing Medication Error Reports in Clinical Settings: An Automated Pipeline Approach.
Podium Abstract
- Rachel Gold, Erika Cottrell, Stuart Cowburn, Arwen E. Bunce, Katie Dambrun, Mary Middendorf, Marla Dearing, Ned Mossman, Jason L. Scott, Nadia Yosuf:
Adoption of Social Determinants of Health EHR Tools in CHCs. - Joanna Abraham, Imade Ihianle, Rishabh G. Choudhari, Alan Jarman, Thomas George Kannampallil, William L. Galanter:
Clinician Perspectives on Duplicate Medication Ordering Errors. - Julia Adler-Milstein, Paige Nong:
Health System Approaches to Patient Generated Health Data: An Early Look. - Saba Akbar, Jessica A. Chen, Liliana Laranjo, Annie Y. S. Lau, Enrico W. Coiera, Farah Magrabi:
Safety concerns with consumer-facing mobile health applications and their consequences. - David J. Albers, Matthew E. Levine, Andrew M. Stuart, Jan Claassen, Bruce J. Gluckman, George Hripcsak:
Using mechanistic machine learning to forecast glucose and infer physiologic phenotypes in the ICU: what is possible and what are the challenges. - Raniah Aldekhyyel, Michael Pitt, Bruce Lindgren, Genevieve B. Melton:
Understanding the Pediatric Inpatient Population Use of Patient Interactive Tools in the Management of Pain. - Hadi Amiri, Kara M. Magane, Lauren E. Wisk, Guergana Savova, Elissa R. Weitzman:
Toward Large-scale and Multi-facet Analysis of First Person Alcohol Drinking. - Robert C. Amland:
Examining Parameter Sensitivity and Alert Reliability in Sepsis Surveillance. - Jessica S. Ancker, Marianne Sharko, Matthew K. Hong, Hannah Mitchell, Lauren Wilcox:
Should parents see teens' medical records? Answers change when people are prompted to consider teens' risky behavior. - Nate C. Apathy, Christopher A. Harle:
Patient consent policies for state health information exchange and level of provider exchange. - Joan S. Ash, Jeffrey Allen Gold, Vishnu Mohan, Robby Bergstrom, James Becton, Sky M. Corby:
A Sociotechnical Multiple Perspectives Approach to the Use of Medical Scribes: A Qualitative Study. - Amelia J. Averitt, Adler J. Perotte:
Noisy-Or Risk Allocation Model for Causal Inference. - Santhosh Balasubramanian, Jason Hom, Shivaal Roy, Jonathan H. Chen:
Machine Learning Predictable Inpatient Lab Results for High-Value Care. - Tellen D. Bennett, Seth Russell, James King, Lisa Schilling, Chan Voong, Nancy Rogers, Bonnie Adrian, Nicholas Bruce, Debashis Ghosh:
Accuracy of the Epic Sepsis Prediction Model in a Regional Health System. - Mary Regina Boland, Aditya Kashyap, Jiadi Xiong, John H. Holmes, Scott Lorch:
Construction of PEPPER: Prenatal Exposure Pubmed ParsER. - Lina Bouayad, Dezon Finch, Peter Toyinbo, James A. McCart, Stephen L. Luther:
No One Method Succeeds Alone: A Hybrid Model for Pressure Ulcer Detection in Longitudinal Data. - James R. Campbell:
A LOINC - SNOMED CT Observables Ontology for Interoperation. - Aheli Chattopadhyay, Adam L. Asare, Jessica Hong, Thomas P. Bechtold, Michael A. Ibara, Mitra Rocca, Alexander Koorkoff, Karen Kimura, Laura Esserman, Irene S. Dubman:
From eSource to OneSource: Process and Quality Improvements in the I-SPY 2 Trial. - Jun Cheng, Zhi Han, Qianjin Feng, Liang Cheng, Jie Zhang, Kun Huang:
Genetic Mutations Associated with Histopathology Changes in Kidney Cancer. - Po-Hsiang Chiu, Ning Shang, Chunhua Weng:
Sequencing EHR for Disease Subtyping. - Chancey Christenson, Kenan Katranji, Gargi Schneider, Kyle Marshall, Bruce Levy:
Determining the Value of Clinical Informatics Fellows and Provider Informaticians. - Khaya D. Clark, David A. Dorr, Raja Arul Cholan, Rachel Gold, Richard Holden, Richelle J. Koopman, Bhavaya Sachdeva, Nate Warren, Erik Geissal, Deborah J. Cohen:
Health Information Technology Needs of Community Health Center Care Teams: Complex Patients and Social Determinants of Health Information. - Joan Marie Culley, Jane V. Richter, Jean Craig, Sara Belle Donevant, Abbas Tavakoli, Erik Svendsen, Salvatore DiNardi:
Validation of a Novel Approach to Triage Victims of an Irritant Gas Syndrome Mass Casualty Incident. - Anuj K. Dalal, Theresa E. Fuller, Elizabeth Cook, Denise Pong, Michael Pardo, Nate Bessa, Robert Boxer, Jeffrey L. Schnipper:
Design, Development, and Implementation of Interactive Patient-centered Tools to Engage Patients and Caregivers in Discharge Preparation. - Sharon E. Davis, Robert A. Greevy Jr., Michael E. Matheny:
Developing a Testing Procedure to Select Model Updating Methods. - Joseph J. DeFerio, Evan Sholle, Kathleen Lee, Jyotishman Pathak:
Methods for Integrating EHRs, Social Determinants of Health, and Built Environment Data for Patient-Centered Research. - Dina Demner-Fushman, Joseph M. Tonning, Kin Wah Fung, Phong Do, Richard D. Boyce, Kirk Roberts:
Adverse Reactions and Drug-Drug Interaction Extraction tracks at the Text Analysis Conference (TAC). - Judith W. Dexheimer, Monica Bermudez, Stephanie Kennebeck, Stacey Liddy-Hicks, Yizhao Ni:
Evaluating the Effectiveness of a Real-Time Automated Patient Screening System in an Emergency Department via Time-and-Motion Methodology. - Sanjoy Dey, Ping Zhang, Kenney Ng:
Estimating Personalized Drug Effects with Longitudinal Observational Data. - Brian E. Dixon, Zuoyi Zhang, P. Joseph Gibson, Debra Revere, Shaun J. Grannis:
Improving Population Health Reporting through Information Exchange Supported Decision Support: A Controlled Before-and-After Trial. - Jingcheng Du, Fang Li, Yuxi Jia, Yang Xiang, Lu Tang, Sahiti Myneni, Cui Tao:
Mining Human Papillomavirus Vaccination Health Beliefs from Twitter Using Attentive Recurrent Neural Network. - Adam C. Dziorny, Evan W. Orenstein, Robert B. Lindell, Nicole Hames, Bimal R. Desai:
Electronic Health Record Timestamps as a Measure of Resident Provider Activity. - Katy Hilts Ellis, Joshua R. Vest, Jessica S. Ancker, Amber M. Blackmon, Mark A. Unruh, Hye-Young Jung:
End user perceptions of event notification usage and impact in three community health information organizations. - R. Scott Evans, Jim Lloyd, Vrena B. Flint, Benjamin D. Horne, Susan Rea, Dave Collingridge, Steven Abplanalp, Ali Fazili Ahmed, Denitza Blagev:
Decision Support to Help Identify Patients with Chronic Obstructive Pulmonay Disease Exacerbation. - Jordan Everson:
Participation in Regional Health Information Organizations is Associated with Patient Movement from Hospitals. - Anthony Faiola, Joanna Abraham:
FAMcare: A MICU Room-to-Mobile System - Supporting the Communication Needs of Families. - Jung-wei Fan, Samir Rachid Zaim, Walter W. Piegorsch, Jianrong Li, Colleen Kenost, Yves A. Lussier:
Systems of Phenome-Exposome Associations Unveiled by Mining Practice-Based Evidence with Environmental Exposures. - Liyue Fan, Luca Bonomi:
Differentially Private Sanitization of ECG Time Series. - Sarina Fazio, Nick R. Anderson, Jason Y. Adams:
Comparison of videography and clinician documentation in the ICU: What types of activity does the EHR accurately measure? - Daria F. Ferro, Jeritt G. Thayer, Dean J. Karavite, Jeffrey M. Miller, Joseph J. Zorc:
Evaluation of an Asthma Timeline Application in the Pediatric Emergency Setting: From Design to Operational Use. - Jessica Fields, Anupama G. Cemballi, Cathy Michalec, Debbie Uchida, Heather DeSmidt, Anna Chodos, Courtney R. Lyles:
In-Home Technology Training to Reduce Social Isolation Among Older Adults: Preliminary Findings from the Tech Allies Program. - Nicolas Fiorini, Zhiyong Lu:
Online evaluation of PubMed's new relevance search algorithm. - Shira H. Fischer, Yunfeng Shi, Paul Shekelle, Alejandro Amill-Rosario, Bethany Shaw, Robert S. Rudin:
Asking Provider Organizations about their Health IT Adoption and Use: A Mixed-methods Analysis of an Ambulatory Survey. - Sunyang Fu, Lester Y. Leung, Anne-Olivia Raulli, David F. Kallmes, Kristin A. Kinsman, Kristoff B. Nelson, Michael S. Clark, Patrick H. Luetmer, Paul R. Kingsbury, David M. Kent, Hongfang Liu:
Natural Language Processing for the Identification of Silent Brain Infractions from Neuroimaging Reports. - Omid Ghiasvand, Rohit J. Kate:
Learning for Biomedical Named Entity Recognition Without Manual Annotations. - William J. Gordon, Adam Wright, Ranjit Aiyagari, Leslie Corbo, Jigar Kadakia, Jack Kufahl, Christina Mazzone, James Noga, Mark A. Parkulo, Brad Sanford, Paul Scheib, Adam B. Landman:
Employee Susceptibility to Phishing Attacks at US Healthcare Institutions. - Ilana Graetz, Jie Huang, Richard Brand, John Hsu, Mary E. Reed:
Mobile-Accessible Personal Health Records (PHR) Increases the Frequency and Timeliness of PHR Use for Patients with Diabetes. - Randall W. Grout, Tamara M. Dugan, Stephen M. Downs:
Fourteen years of continuous computerized decision support service: A model for sustainable implementation. - Krysten Harvey, Andrew M. Malty, Samuel M. Rubinstein, Jeremy L. Warner:
connecTPL: A Tool for Connecting Drugs and Publications to their Clinical Trials. - Elham Hatef, Kelly Searle, Zachary Predmore, Elyse C. Lasser, Hadi Kharrazi, Philip Sylling, Karin Nelson, Stephan D. Fihn, Jonathan P. Weiner:
A Conceptual Framework and Approach for Integration of Population and Patient-Level Electronic Data to Address Social Determinants of Health within Veterans Health Administration's Patient Centered Medical Home. - Michael Holmes, Ruth Brenner, Jameson D. Voss, Caterina Lasome, Pavithra Shivakumar, Ezekiel Maier:
Building a Digital Biobank Technology Platform for Military Precision Medicine. - A Jay Holmgren, Julia Adler-Milstein:
Tracking National Progress in Hospital Interoperability. - Gregory William Hruby, Jasvant Poeran, Jebakumar Jebakaran, Carlos Maceda, Darwin Chen, Madhu Mazumdar:
Surgical supply value-based initiatives powered through the development of a procedure-commodity ontology: A case study in total hip arthroplasty. - Ming Huang, Maryam Zolnoori, Lixia Yao:
Probing Technology Innovation on Diseases via Patent Mining. - Keren I. Hulkower, Jaleh Mirza, Varsha Parekh, Sanjeev Baral, Richard Moldwin:
Evolving Initiatives to Support Structured Data Capture Interoperability for CAP electronic Cancer Checklists (eCC). - Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Cristóbal Esteban, Gunnar Rätsch, Tobias Merz:
A Machine Learning-based Early Warning System for Circulatory System Deterioration in Intensive Care Unit Patients. - Ali Jalali, Jacquelin Peck, Nhue Do, Monesha Gupta, Sharon Ghazarian, Mohamed A. Rehman, Jeff Jacobs, Luis M. Ahumada:
Risk Prediction for One-Year Transplant-Free Survival following Pre-Norwood Procedure Based on the Pre-Operative Data. - David C. Kaelber, Daniel Li, Eileen Seeholzer, Yasir Tarabichi, Susan A. Flocke:
Coupling Electronic Health Record Tobacco Screening to Direct Messaging Quitline eReferrals Augments Tobacco Documentation and Cessation Efforts. - Hadi Kharrazi, Xiaomeng Ma, Elyse C. Lasser, Thomas Richards, Jonathan P. Weiner:
Population-level Comparison of Diagnostic Data Collected in EHRs versus Insurance Claims. - Elaine C. Khoong, Gem Le, Mekhala Hoskote, Natalie A. Rivadeneira, Robert Hiatt, Urmimala Sarkar:
The Role of Technology in Health Information Seeking Behaviors and Preferences of a Diverse Multi-Lingual Cohort. - Praveen Kumar, Anastasiya Nestsiarovich, Aurélien J. Mazurie, Nathaniel G. Hurwitz, Stuart J. Nelson, Christophe G. Lambert:
Visit Level Suicidality/Self-harm Phenotyping in Major Mental Illness. - Fabrício S. P. Kury, Gregory T. Brown, Raymond Francis Sarmiento, Raymonde Charles Y. Uy, Paul A. Fontelo:
Geographical Access to Hospitals in the USA and Brazil. - James R. Langabeer II, Michael G. Gonzalez, Guy Gleisberg, Andrew S. Winburn, Tiffany Champagne-Langabeer:
Designing a Telehealth-Guided Alternative Delivery Model for Emergency Medical Services. - Liliana Laranjo, Adam G. Dunn, Huong Ly Tong, Ahmet Baki Kocaballi, Jessica A. Chen, Rabia Bashir, Didi Surian, Blanca Gallego, Farah Magrabi, Annie Y. S. Lau, Enrico W. Coiera:
Technological Characteristics of Conversational Agents Used for Health-Related Purposes - A Systematic Review. - Andy Jinseok Lee, Sunyang Fu, V. G. Vinod Vydiswaran:
Supervised Learning Approach to Link Prediction in FDA Adverse Event Reporting System (FAERS) Database Network. - Dae Hyun Lee, Meliha Yetisgen, Eric Horvitz:
Learning about Life-Saving Interventions to Predict the Risk of Acute Organ Failures. - Victor J. Lei, Mark D. Neuman, Mark G. Weiner, ThaiBinh Luong, Alex M. Bain, Daniel E. Polsky, Kevin G. Volpp, John H. Holmes, Amol S. Navathe:
Applying Predictive Analytics on Administrative and Perioperative Data to Assess Physician Decision Making and Post-Operative Testing for Acute Myocardial Infarction. - Ron C. Li, Jason K. Wang, Christopher D. Sharp, Jonathan H. Chen:
A "bottom up" data driven approach to curating electronic order sets. - Katherine P. Liao, Jiehuan Sun, Tianrun A. Cai, Nicholas B. Link, Chuan Hong, Jie Huang, Jennifer E. Huffman, Jessica L. Gronsbell, Lauren Costa, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, J. Michael Gaziano, Kelly Cho, Peter Szolovits, Isaac S. Kohane, Sheng Yu, Tianxi Cai:
High-Throughput Multimodal Automated Phenotyping (MAP) Incorporating Natural Language Processing with Application to PheWAS. - Ke Lin, Junqing Xie, Guilan Kong:
Predicting In-hospital Mortality of Patients with Sepsis in the ICU via Machine Learning Models. - Cong Liu, Chi Yuan, Eric Pua, Paul Harris, Chunhua Weng:
Dynamic Questionnaire Generation for Efficient Patient Search of Trials. - Siru Liu, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher:
Detection of Healthcare-Associated Infections Using Electronic Health Record Data. - Zhiyong Lu, Nicolas Fiorini:
Experimenting new search and user interface in PubMed Labs. - Ramón Maldonado, Mark Sullivan, Meliha Yetisgen, Sanda M. Harabagiu:
Hierarchical Attention-Based Prediction Model for Discovering the Persistence of Chronic Opioid Therapy from a large Clinical Dataset. - Jessica Malenfant, Qoua L. Her, Sarah Malek, Yury Vilk, Darren Toh:
Implementation of a System for Privacy-Protecting Methods to Conduct Automatable Regression Analysis in a Distributed Health Data Network. - Burke W. Mamlin, Theresa Cullen:
HIV Case-Based Surveillance in Africa Using OpenMRS and OpenHIE. - Frank J. Manion, Marcelline R. Harris, Muhamamd F. Amith, Cui Tao:
Development and Validation of an Ontological Representation of the US Common Rule. - Aaron J. Masino, Mary Catherine Harris, Daniel Forsyth, Svetlana Ostapenko, Robert W. Grundmeier:
Machine Learning Models for Infant Sepsis Prediction. - Ruth M. Masterson Creber, Lisa V. Grossman, Beatriz Ryan, Fernanda C. Polubriaginof, Min Qian, Susan Restaino, Suzanne R. Bakken, George Hripcsak, David K. Vawdrey:
Engaging Hospitalized Patients with Personalized Health Information: A Randomized Trial of an Acute Care Patient Portal. - Samuel A. McDonald, Karen H. Wang, DuWayne L. Willett, Mujeeb A. Basit:
State Machine for Modeling Sepsis Risk in the Emergency Department. - Mary Middendorf, Marla Dearing, Rachel Gold, JoAnn M. Sperl-Hillen, Patrick J. O'Connor, Erik Geissal, John Heintzman, Stuart Cowburn, Arwen E. Bunce, Deepika Appana, Rashmi Sharma, M. J. Dunne:
Challenges Encountered in Linking Community Health Centers' EHR Data to a Web-based Clinical Decision Support Tool. - Richard Moldwin, Keren I. Hulkower, Jennifer Seiffert, Joseph D. Rogers, Laura Vega Meyer, Martin Madera, Sanjeev Baral, Shailendra Bajracharya:
Automating Cancer Stage Calculations using Structured Data Capture and Web Services. - Abu Saleh Mohammad Mosa, Akm Mosharraf Hossain, Illhoi Yoo:
A Dynamic Decision Support System for Preventing Chemotherapy-Induced Nausea and Vomiting. - Shashwat Nagar, Richard C. Kiefer, Robert R. Freimuth:
A Scalable Encoding Scheme for Clinical Genomic Results Delivered Through Web Services and a Mobile Application. - Yizhao Ni, Drew Barzman, Alycia Bachtel, Marcus Griffey, Kenneth Lin, Michael Sorter:
Finding Warning Markers: Automated Risk Assessment for School Violence. - Matthew A. Oberhardt, Dianna Dragatsi, David K. Vawdrey, Sean Luo:
Predicting Intramuscular Injection of Antipsychotics in the Psychiatric Emergency Service. - Evan W. Orenstein, Naveen Muthu, Subha L. Airan-Javia:
Functional Analysis of Written Communication Needs for Inpatient Providers. - Rema Padman, Jennifer Grant, Urmila Ravichandran, Michael Turner, Prashanth Raja, Yazhini Mathiyalagan, Ronak Parikh, Ari Robicsek, Nirav Shah:
Statistical Modeling of Temperature Trajectories to Assess Risk of Postoperative Complications. - Serguei V. S. Pakhomov, Raymond L. Finzel, Jerika Eppel, Michael E. Kotlyar:
Feasibility of using Fitbit® to infer stress exposure in everyday life. - Joongheum Park:
Development and Validation of Clinical Decision Support (CDS) Mobile App Framework: From What-To-Do into What-To-Know. - Joongheum Park, Hao Shi, Adler J. Perotte:
Development of a Machine Learning Model for Prediction of Successful Extubation and User-Friendly Implementation for Real-World Use. - Yoonyoung Park, Panagiotis Karampourniotis, Issa Sylla, Amar Das:
Evaluating the Association between Features of Hospital Caregiver Networks and Inpatient Length of Stay. - Sharidan K. Parr, Thomas A. Lasko, Alvin D. Jeffery, Matthew S. Shotwell, Michael E. Matheny:
Automated Mapping of Laboratory Tests to LOINC Codes using Noisy Labels in a National Electronic Health Record System Database. - Jay Pedersen, Bret J. Gardner, James R. Campbell, Walter S. Campbell, Carol Geary, Lee B. Peters, Olivier Bodenreider, James C. McClay:
Historically Comprehensive Medications Metadata for i2b2 Data Warehouses. - Stephen R. Pfohl, Nigam Shah:
Transfer learning to adapt predictive models for pediatric patients in the EHR. - Jodyn Platt, Mina Raj, Grace Trinidad, Sharon L. R. Kardia:
Public willingness to share networked health information. - Ari H. Pollack, Maher Khelifi, Wanda Pratt:
Clinical Prioritization & Cognitive Burden, Who's Ready for Change? - Talya Porat, Nadin Kökciyan, Isabel Sassoon, Peter Young, Martin Chapman, Mark Ashworth, Sanjay Modgil, Simon Parsons, Elizabeth Sklar, Vasa Curcin:
Stakeholders' views on a collaborative decision support system to promote multimorbidity self-management: barriers, facilitators and design implications. - Varesh Prasad, James C. Lynch, Trent Gillingham, Saurav Nepal, Michael R. Filbin, Andrew T. Reisner, Thomas Heldt:
Prediction of Initiation of Vasopressor Administration in Emergency Department Patients at Risk of Septic Shock. - Saurabh Rahurkar, Joshua R. Vest, Christopher A. Harle, Nir Menachemi:
Scientific Evidence Now Links Health Information Exchange to A Wide Range of Benefits. - Soumi Ray, Adam Wright:
Building a Knowledge Base that Maps Drugs to the Diseases they Treat Using Work2vec Models. - Nicholas Riley, Peter J. Greco, David C. Kaelber:
Augmentation and Automated Reconciliation of External Immunization Information in an Electronic Health Record. - Tahir Rizvi, Soyeon Yoon, Hao Shi, Hyun Nam Su, Huaizhu O. Gao, Victoria Tiase, Robert Leviton, Yiye Zhang:
Data-driven Optimization of Order Sets Within an Electronic Health Record System. - Kirk Roberts, Dina Demner-Fushman, Ellen M. Voorhees, William R. Hersh, Steven Bedrick, Alexander J. Lazar, Shubham Pant:
Benchmarking Information Retrieval for Precision Oncology: the TREC Precision Medicine Track. - Santiago Romero-Brufau, Jordan Kautz, Kim Gaines, Curt Storlie, Matthew G. Johnson, Joel Hickman, Jeanne Huddleston:
Use of an early warning system with gradual alerting reduces time to therapy in acute inpatient deterioration. - Benjamin I. Rosner, William N. Anderson, Patrick H. Conway:
Towards a Meaningful Measure of Patient Engagement: The Association Between a Patient Engagement "Vital Sign" and Healthcare Outcomes. - Robert S. Rudin, Christopher H. Fanta, David W. Bates:
Using mHealth to Monitor Asthma Symptoms Between Visits: Mixed-methods Evaluation of a Pilot Intervention. - Victor M. Ruiz Herrera, Lucas Saenz, Alejandro Lopez-Magallon, Ashlee Shields, Henry Ogoe, Gabriella Butler, Ricardo Munoz, Srinivasan Suresh, Rich Tsui:
Early prediction of catastrophic events in pediatric critical care for patients with single ventricle physiology. - Hojjat Salmasian, Jo R. Applebaum, Robert A. Green, David K. Vawdrey, Clyde B. Schechter, William N. Southern, Jason S. Adelman:
Wrong-Patient Errors among Siblings of Multiple Births in the Neonatal Intensive Care Unit. - Kumiko O. Schnock, Jenzel Espares, Jeffrey L. Schnipper, David W. Bates, Patricia C. Dykes:
Development of Patient Safety Pictograms to Provide Tailored Patient Care Information on an Inpatient Portal and Bedside Display. - James Schuler, Ram Samudrala:
Improvements in Shotgun Drug Repurposing Accuracy: Combining OpenBabel with Bioinformatic Docking Data in the CANDO Platform. - Wade L. Schulz, H. Patrick Young, Kathryn J. Ruddy, Nilay D. Shah, Joseph S. Ross, Scott Gordon, Mitra Rocca, Guoqian Jiang:
A Multi-Institutional Review and Validation of Federated Query Results in Multiple Common Data Models. - Prabhu R. Shankar, Mark Carroll:
Imparting Basic Clinical Knowledge to Non-Clinical Health Informatics Students in the Collaborative Knowledge Management Era. - Margie E. Snyder, Heather Jaynes, Stephanie A. Gernant, Julie Diiulio, Laura G. Militello, William R. Doucette, Omolola A. Adeoye, Alissa L. Russ:
Clinical Decision Support for Medication Therapy Management: Recommendations from a Heuristic Evaluation. - Aakash Sur, Jackie McDonald, Bryan Jensen, William S. Noble, Peter J. Myler:
Unveiling Elements of Genomic Architecture with Genome Wide Chromatin Conformation Capture. - Phyllis M. Thangaraj, Fernanda C. Polubriaginof, Benjamin Kummer, Rami Vanguri, Tal Lorberbaum, Joseph D. Romano, Kayla Quinnies, Alexandre Yahi, Mitchell S. V. Elkind, Nicholas P. Tatonetti:
Using model classifications as quantitative traits to estimate stroke heritability. - Jeritt G. Thayer, Jeffrey M. Miller, Daria F. Ferro, Robert W. Grundmeier, Joseph J. Zorc:
Code Red! A Pediatric Emergency Department is sort of on FHIR: The Practical Development of an EHR Embedded Interactive Data Visualization. - Tammy Toscos, Elizabeth Martin, Ryan Ahmed, Romisa Ghahari Rohani, Shauna Wagner, Richard J. Holden, Michael J. Mirro:
Co-Designing with Older Adults with CHF Towards a Novel Patient-Facing Health Monitoring Dashboard. - Jennifer Turgiss:
Personalizing Health Behaviors using Machine Learning. - Kim M. Unertl, Laurie L. Novak, Shilo H. Anders, Joyce M. Harris, Nancy M. Lorenzi:
Lessons Learned from Large-Scale Health IT Implementation: People, Processes, and Practices. - Amol Utrankar, Whitney Allen, Laurie L. Novak, Adetola A. Kassim, Gretchen Purcell Jackson, Michael R. DeBaun, Robert M. Cronin:
The Role of Information Technologies in Sickle Cell Disease Support Systems. - Willem G. van Panhuis:
Project Tycho 2.0, Towards a FAIR Compliant Repository for Global Population Health. - Jonathan T. Vu, Dilum P. Aluthge, Ishan Sinha, Elizabeth S. Chen, Indra Neil Sarkar:
Predicting the Costs of Medical Liability Using Artificial Neural Networks. - Jeremy L. Warner, Samuel M. Rubinstein, Julie Wu, Emmanuel A. Santillana, Suresh K. Bhavnani:
Exploring Mutational Heterogeneity in the GENIE Tumor Database Using Visual Analytics. - Karmen S. Williams, Shaun J. Grannis:
Examining the Heartland Region Pilot: First Look at the Patient-Centered Data HomeTM Framework. - Andrew Wong, Albert T. Young, April S. Liang, Ralph Gonzales, Vanja C. Douglas, Dexter Hadley:
Development and Validation of a Machine Learning Algorithm to Identify Delirium Risk in Newly Hospitalized Patients. - Kun-Hsing Yu, Gerald J. Berry, Daniel L. Rubin, Christopher Ré, Russ B. Altman, Michael Snyder:
Unraveling the Molecular Basis of Lung Adenocarcinoma Dedifferentiation and Prognosis by Integrating Omics and Histopathology. - Yue Yu, Kathryn J. Ruddy, Shintaro Tsuji, Na Hong, Nilay D. Shah, Guoqian Jiang:
Developing A Standards-based Signal Detection and Validation Framework of Immune-related Adverse Events Using the OHDSI Common Data Model. - Haohan Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Jing Ma, Li Zhou, David W. Bates:
RegionAl: an Optimized Regional Classifier to Predict Mortality in Chronic Obstructive Pulmonary Disease Patients. - Maryam Zolnoori, Kin Wah Fung, Paul A. Fontelo, Hadi Kharrazi, Anthony Faiola, Yi Shuan Shirley Wu, Virginia C. Stoffel, Timothy B. Patrick:
Utilizing Consumer Health Posts to Identify Underlying Factors Associated with Patients' Attitudes towards Antidepressants.
Poster
- Skye Aaron, Dustin McEvoy, David M. Rubins, Adam Wright:
Monitoring Changes to Clinical Decision Support Logic. - Swapna Abhyankar, Mary Zabriskie, Katie Allen, Daniel J. Vreeman:
Improving Mapping Accuracy with a Guide for LOINC Microbiology Terms. - Abhinav Agrawal, Molly Stewart, Jamie S. Hirsch, John Chelico, Shameer Khader, Negin Hajizadeh:
An Electronic Phenotyping Algorithm for Automated Cohorting of Patients with Severe Acute Respiratory Distress Syndrome. - Sadia Akter, John Bromfield, Katherine Pelch, Gil Wilshire, Sarah Crowder, Danny J. Schust, Bret Barrier, J. Wade Davis, Susan C. Nagel, Trupti Joshi:
Integrative Analysis of DNA Methylation and RNA-Seq Data for Biomarker Detection of Endometriosis. - Saja Al-alawneh, Harry Hochheiser, Rebecca Crowley Jacobson:
Classification of Radiology and Pathology Findings to Support a Breast Imaging QA/QI System. - Patrick R. Alba, Scott L. DuVall, Daniel Norvell, Kathryn P. Moore, Joseph M. Czerniecki, Olga V. Patterson:
Ankle Brachial Index Extraction System. - Ahmad K. Aljadaan, Peter Tarczy-Hornoch, Adam B. Wilcox, Todd F. Dardas, John H. Gennari:
Counting Readmissions: Surprisingly difficult. - Abdullah H. Alzeer, Josette F. Jones, Matthew J. Bair:
Identify Opioid Use Problems: Text Mining Approach. - Jing An, Mandana Salimi, Anupama E. Gururaj, Cui Tao, Degui Zhi, Hua Xu:
Development of HeartData, a Data Discovery Index Prototype for Cardiovascular data. - Jan Marie Andersen, Thomas Agresta, Beata Labunko, Sarah Oravecz:
The Quality of Clinical Quality Assessments using Clinical Quality Measures (CQMs). - Calvin R. Apodaca, Shefali Haldar, Sonali R. Mishra, Maher Khelifi, Ari H. Pollack, Wanda Pratt:
Is an Emoji Worth A Thousand Words? Pediatric Inpatient Perspectives on Pictorial Modes of Emotional Subtext in Electronic Health Communication. - Adriana Arcia, Samantha Stonbraker:
Features Desired by Medicaid-Enrolled Pregnant Women for a Digital Maternity Information Resource. - Adelaide M. Arruda-Olson, Naveed Afzal, Vishnu Priya Mallipeddi, Ahmad Said, Homam Moussa Pacha, Sungrim Moon, Alisha Chaudhry, Christopher Scott, Kent Bailey, Vinod Kaggal, Gustavo Oderich, Iftikhar J. Kullo, Rick Nishimura, Rajeev Chaudhry, Hongfang Liu:
Leveraging the Electronic Health Record to Create an Automated Real-time Prognostic Tool for Peripheral Arterial Disease. - Simone Arvisais-Anhalt, Ellen Araj, David Barnes, Francesca Lee, Kyle Gabriel, Alagarraju Muthukumar, Nicole Simone De, Srikanth Nagalla, Ravi Sarode, Carol Croft, Jyoti P. Balani:
Adenovirus Test Utilization: Leveraging Data to Promote Best Practices. - Negin Asadzadehzanjani, Sanja Avramovic, Farrokh Alemi:
Association Between Infections and Alzheimer's Disease. - Selasi Attipoe, Yungui Huang, Sharon B. Schweikhart, Simon M. Lin:
Variation in After-hours EHR Usage among Ambulatory Care Physicians. - Eluizio H. Barretto, Diogo F. Patrão, Márcia Ito:
Term Weighting Analysis Based on Taxonomy for the Classification of Medical Procedures into the Unified Terminology of Supplemental Health. - Wagner G. Bastos, Gisele Gotardi, Martina Navarro, Sérgio Tosi Rodrigues, Marcelo P. Guimarães, Felipe Mancini:
Application of computer vision and machine learning for patterns' detection and automatic anxiety recognition in drivers. - Karen M. Bavuso, Melinda Wong, Wai Man Chan, David P. Taylor, Saverio M. Maviglia, Roberto A. Rocha:
Comparison of a Skin Assessment Clinical Information Model Against Electronic Health Record Data Elements. - Oliver J. Bear Don't Walk IV, Jason Zucker, Peter Gordon, Noemie Elhadad, Daniel J. Feller, Bharat Srikishan, Michael T. Yin:
Identifying Clinical Notes with Likely Documentation of Social and Behavioral Determinants of Health. - Melissa Beauchemin, Melissa Gradilla, Dawon Baik, Hwayoung Cho, Rebecca Schnall:
Cognitive Walkthrough of an mHealth App for Medication Adherence in Persons Living with HIV. - Patrick E. Beeler:
A Generic Method for Weighting the Importance of Diagnoses. - Nicole M. Benson, Kirsten Bolton, Peggy Worden, Susan Szulewski, Alisa B. Busch:
A Secure Texting Quality Improvement Pilot Intervention for Young Adults with Severe Mental Illness. - Suresh K. Bhavnani, Revathi Sellappan, Saurabh Joshi, Jonathan Starkey, Winston Chan, Tianlong Chen, Shyam Visweswaran:
Utility of Visual Analytics for Identifying Patient Subgroups in EMRs: Insights for Accelerating Precision Medicine. - Katie S. Bickett, Timothy D. Imler:
Comparing Frequency of Diagnoses from Electronic Medical Record to Insurance Institutions. - Katherine S. Blondon, Danny T. Wu, Christian Lovis, Frédéric Ehrler:
How does a Smartphone App for Nurses affect Workflow and Documentation? Results from a Time Motion Study. - Jonathan P. Bona, Tracy S. Nolan, Dillon Gibson, Mathias Brochhausen:
Ontologies Enabling Non-image Data Queries in The Cancer Imaging Archive. - Charles D. Borromeo, Bill Shirey, Nickie Cappella, Shyam Visweswaran, Jonathan C. Silverstein, Michael J. Becich:
Software Package to Load Data from REDCap to PCORnet CDM 4.0. - Charles D. Borromeo, Bill Shirey, Michele Morris, Yu Zhang, Malarkodi J. Samayamuthu, Shyam Visweswaran:
Workflow for Developing i2b2 Ontologies from Source Terminologies in ACT. - Omar Bouhaddou, Nelson Hsing, Nitin Jain, Jim Malpass, Margaret Donahue, Jonathan R. Nebeker:
On-Demand Health Information Exchange Strategy: Estimating the Amount of Duplicate Documents Sent and Received. - Marcia Bowen, James Moody, Eric Monson, Robert McCarter, Rachel L. Richesson:
Visualization of SNOMED CT to Support Cluster Analysis for Knowledge Generation, Translational Research, and Precision Health. - Richard L. Bradshaw, Brent D. Hill, Damian Borbolla, Phillip B. Warner, Salvador Rodriguez-Loya, David E. Shields, Ryan Cornia, Guilherme Del Fiol, Kensaku Kawamoto:
A Testing Framework to Validate SMART on FHIR Apps and CDS Hooks Services. - Raj Brar, Shameer Khader, Abraham Saraya, Kevin Bock, Michael I. Oppenheim, John Chelico, Jamie S. Hirsch:
Unsupervised Learning of an Advanced Illness Cohort to Develop Patient Stratification Models. - Cassie Breen, Isabelle Bichindaritz, Sarah K. Colletta, Orion Roeder:
JustoCat Pet Robot and Patient Care: A Study of Benefits Provided to Elderly Dementia Patients, Caregivers and Health Care Providers. - Katherine E. Brown, Douglas A. Talbert:
Multi-Task Correlation-Based Feature Selection for Gene Expression Data. - Guadalupe Escuti Caballero:
Documentation of clinical notes in the EHR: free text versus structured style. - Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser:
Design of a Learning Electronic Medical Record: A Qualitative Study of ICU Clinicians' Information Needs and Practices. - Andre Cassell, Siran Koroukian, Heather Beaird, David C. Kaelber:
Using Claims and Electronic Health Record Data for Describing Obesity among Patients in a Safety-Net Healthcare System. - Sena Chae, Hyunkyoung Oh, Sue Moorhead:
Effectiveness of Nursing Interventions based on Nursing Outcomes using Standardized Nursing Languages: An Integrative Review. - Alanna M. Chamberlain, Peter A. Noseworthy, Lin Y. Chen, Susan A. Weston, Ruoxiang Jiang, Wesley T. O'Neal, Véronique L. Roger, Álvaro Alonso:
Computable Phenotypes to Identify Atrial Fibrillation from Electronic Medical Records. - Alec B. Chapman, Patrick R. Alba, Brian T. Bucher, Scott L. DuVall, Olga V. Patterson:
A User-Friendly Interface for Concept Dictionary Expansion Using Word Embeddings and SNOMED-CT. - Jinying Chen, John P. Lalor, Hong Yu:
Detecting Hypoglycemia Incidents from Patients' Secure Messages. - Ruijun Chen, Patrick B. Ryan, Karthik Natarajan, Thomas Falconer, Christian G. Reich, Rohit Vashisht, Nigam Shah, George Hripcsak:
Treatment Pathways in Patients with Cancer Using a Large-scale Observational Data Network. - Shyh-Huei Chen, Lynn S. Huang, Ryan Barnard, Fang-Chi Hsu, Barry I. Freedman, Jing Su:
Drug Informatics Studio: An Ontology-based Integrative Research Environment for Clinical Informatics. - Christine M. Cheng, Jeff Bubp:
Knowledge Management of Drug Information for Antibiotic Stewardship. - Hao-Yuan Cheng, Mei-Chen Peng, Yu-Lun Liu, Ding-Ping Liu, Jen-Hsiang Chuang:
Using chatbot to facilitate the seasonal influenza vaccination program: Taiwan experience. - Shuo-Chen Chien, Yu-Chuan Li, Md. Mohaimenul Islam, Wen-Shan Chien, Chun-Kung Hsu:
A Systematic Analysis of All the Alerts from CPOE: A Real Example from the Outpatient Clinic of a University Teaching Hospital. - Ming-Yuan Chih:
Predicting Initial Lapse After Alcohol Detox Using mHealth: Sensitivity Analysis Results. - Jessie Chin, Chieh-Li Chin, Anoosheh Ghazanfari, Bing Liu, Alan Schwartz, Rachel Caskey:
What Makes Us Care: Analyzing Trends and Topics of Public Interests in HPV Vaccines over a Decade. - Hwayoung Cho, Dakota Powell, Adrienne Pichon, Joshua Bruce, Lisa M. Kuhns, Rebecca Schnall:
Usability Evaluation of a Mobile Intervention (MyPEEPS mobile) for HIV Prevention among Young Men. - Insook Cho, Eun-Hee Boo:
Preliminary Results When Implementing a Clinical Decision Support to Precisely Estimate the Risk of Falling in an Acute Care Setting. - Jeeyae Choi, Valerie Tarte, Yeounsoo G. Kim:
Assessment of Nursing Informatics Competencies for Students in Nurse Educator Master's Program. - Angela Chow, Janis Loh, Hanley Ho, Mar-Kyaw Win:
Surveillance of Pneumonia and Influenza Hospitalizations in Adults using Electronic Health Records. - Zoe Co, Diane L. Seger, Lisa P. Newmark, David C. Classen, Melissa Danforth, Lalindra Sliva De, David W. Bates:
Results from the 2017 CPOE Evaluation Tool: Areas for Improvement. - Jamie N. Cole, Shreya Paithankar, Günter Tusch, Raymond Higbea, Marie Vanderkooi:
Impact of EHR Usability on Provider Efficiency and Patient Safety - A Literature Review. - Michael Concato, Charles Lu, Farah Kidwai, Cynthia Brandt, Kei Cheung:
A Common Web Interface Provides Access to Clinical Databases Using REDCap and Python. - Brittany Couture, Jeffrey G. Klann, Kenrick Cato, Christopher Knaplund, Min-Jeoung Kang, Patricia C. Dykes, Sarah A. Collins:
Harmonizing Flowsheet Datasets Across EHRs for a Multi-Site Study. - Lexly Cruz, Tiffany Toor, Andrew Nguyen:
Tabular Model for Structuring Cancer Treatment Guidelines. - Michael Cui, Juan C. Rojas, Cheng-Kai Kao, Anton M. Chivu, Andrew W. Schram, Matthew T. Cerasale:
Improving Discharge Planning through Virtual Multidisciplinary Rounds. - Shivang U. Danak, Timothy C. Guetterman, Melissa Plegue, Heather L. Holmstrom, Alexander P. Duthler, Anne Yoo, Reema L. Kadri, Lorraine R. Buis:
Influence of Scribes on Patient-Physician Communication in Primary Care. - Ioana Danciu, Stuart Weinberg, Daniel Fabbri, Kim M. Unertl:
What Do EHR Access Logs Tell Us About Workflow Patterns? - Pritika Dasgupta, Ervin Sejdic:
Cognitive Load During Walking Can Be Predicted from Gait Measurements with High Accuracy. - Catharine I. De Freitas, Pierre G. Padilla, Suzzane S. Minaya, Diego León, Maria Chirinos F. Chuquisengo, Xiara Vilela, Edwin L. Linan, Miguel S. Egoavil:
Mixed Methods Assessment of Technological and Health Needs for the Development of a Community-based Information System to improve Child and Maternal Health in Amazonian Remote Communities. - Pieter Derdeyn, Kendyl Douglas:
Modified t-SNE With Distance Hierarchies to Obtain More Predictive Results in Healthy Singaporean Population. - Paul R. Dexter, Mark Marsico, Siu L. Hui, Edward Bortnichak, Ross Hayden, Abby Church, Zhiwen Liu:
Physician prescribing and patient usage patterns of sleeping medications: Opportunities for clinical decision support. - Sanjoy Dey, Ping Zhang, Mohamed F. Ghalwash, Zach Shahn, Daby Sow:
Estimating Causal Multi-Drug-Drug Interaction for Adverse Drug Reactions. - Tamiyah Dinh, Jia-Wen Guo:
Motivating Factors Influencing Patient Portal Engagement in the Primary Care Setting. - Brian E. Dixon, Brian W. Porter, Kenneth S. Boockvar:
Notifying VA Primary Care Providers of Acute Care Events outside the VA Health System: Perceptions from Veterans. - Nhan V. Do, J. J. Bono, Nathanael Fillmore, Andrew J. Zimolzak, Brett R. Johnson, Frank Meng, Danne C. Elbers, Robert B. Hall, Samuel Ajjarapu
Development of an AI empowered Electronic Molecular Tumor Board Application Connected Utilizing the SMART on FHIR Framework. - Xiao Dong, Yaoyun Zhang, Hua Xu, Chunhua Weng:
Guideline-driven data quality assessment- A case study of warfarin management. - Megan S. Duckworth, Srijesa Khasnabish, Ann C. Hurley, Patricia C. Dykes:
Qualitative Analysis of an Evidence-based Fall Prevention Toolkit: Fall TIPS. - Sayon Dutta, David M. Rubins, Adam Wright:
Refinement of Clinical Decision Support Through Direct User Feedback. - Scott L. DuVall, Michael E. Matheny, Ildar R. Ibragimov, Trey D. Oats, Jay N. Tucker, Brett R. South, Augie Turano, Hamid Saoudian, Casey Kangas, Keith D. Hofmann, Wendy Funk, Chris Nichols, Albert Bonnema, Louis Ferrucci, Jonathan R. Nebeker:
The Department of Defense (DoD) and Department of Veterans Affairs (VA) Infrastructure for Clinical Intelligence (DaVINCI). - Adam C. Dziorny, Robert B. Lindell, Charles Bailey:
Probabilistic Linkage of Virtual Pediatric Systems and PEDSnet Patients. - Danne C. Elbers, Frank Meng, Scott Doyle, Sylvester Sakilay, Sung Feng-Chi, Brett R. Johnson, Robert B. Hall, Nathanael Fillmore, Daniel Chen, Alexander D. Diehl, Samuel Ajjarapu
The Implementation of the Precision Oncology Data Repository in the Veterans Affairs Healthcare System. - Thomas E. Elliott, Patrick J. O'Connor, JoAnn M. Sperl-Hillen, Alicia KuninBatson, Heidi L. Ekstrom, Daniel M. Saman, Melissa L. Harry:
Implementing Shared Decision Making Tools in Clinical Decision Support Systems. - Matthew Emerson, Matthew Brooks, David Masters, Jacob Buskirk, Nasseef Abukamail, Chang Liu, James J. Cimino, Jay Shubrook, Xia Jing:
Improved Visualization of Hierarchical Datasets with VIADS. - Cameron Escovedo:
Achieving Less Screen Time & More Patient Contact: Implementation of a New Documentation Workflow for Pediatric ICU Residents. - Laura A. Evans, Jack W. London, Matvey B. Palchuk:
Assessing NLP Accuracy: Focus on Anatomic Pathology. - Jordan Everson, Julia Adler-Milstein:
Health Information Exchange Gaps Between Hospitals That Shared Patients. - Mitchell J. Feldman, Kavishwar B. Wagholikar, Kathleen Famiglietti, Richard J. Kim, Edward P. Hoffer, Henry C. Chueh:
On DXplain vocabulary development: Past and Present. - Daria F. Ferro, Naveen Muthu, Christopher P. Bonafide, Evan W. Orenstein:
Defining Clinically Meaningful Documentation Discrepancies during Transfer from the Pediatric Intensive Care Unit to Medical Services. - Michele Filannino, Kahyun Lee, Di Jin, Kevin Buchan, William Boag, Özlem Uzuner:
Precision Medicine: matching cancer patients with clinical trials. - Paul A. Fontelo, Fang Liu:
Biomarkers in Prostate and Breast Cancers: Leading Causes of Malignancies in Men and Women. - Elliott C. Fox, Ianita Zlateva, Sharon Taylor, My Tong Phuong, Katie Lainas, Mary Blankson:
Evaluation of adherence to follow-up protocol with primary care providers after hospital visits. - Rachel Fraser, Phillip D. Hall, Clare L. Tolley, Ignacio Ricci-Cabello, Sarah P. Slight:
Users' views on how a Commercial CPOE System could be optimized. - Maysoun Freij, Sarah Lewis, Scott R. Smith, Lauren S. Hovey, Jasmine Leonard, Andrew Card, Rina V. Dhopeshwarkar, Prashila Dullabh:
Opportunities Capturing Social Determinants of Health Data Using Electronic Health Records. - Theresa E. Fuller, Elizabeth Cook, Denise Pong, Michael Pardo, Nate Bessa, Robert Boxer, Jeffrey L. Schnipper, Anuj K. Dalal:
Setting Expectations with Health Information Technology: Analysis and Design of Tools to Improve Patient Discharge. - Manjula Gama P. Ralalage, Ira Lubin:
A Knowledge base Model to Integrate Genomics, Electronic Health Record, and Public Health. - Kyle Yingkai Gao, Achille Fokoue, Heng Luo, Sanjoy Dey, Arun Iyengar, Ping Zhang:
An Interpretable End-to-End Framework for Drug-Target Interaction Prediction Through Deep Neural Representation. - Kyungsook Gartrell, Helen Mayberry, Paul A. Fontelo, Gwenyth R. Wallen, Caitlin W. Brennan:
Implementation and Validation of an e-Solution for Managing Documentation of Critical Result Notification. - Carol Geary, James C. McClay:
IDeA-CTR Biomedical Informatics Goals and Outcomes after 5 Years. - Gijs Geleijnse, Himalini Aklecha, Mark Vroling, Rob Verhoeven, Felice N. van Erning, Pauline A. Vissers, Joos C. A. M. Buijs, Xander A. Verbeek:
Using Process Mining to Evaluate Colon Cancer Guideline Adherence with Cancer Registry Data: a Case Study. - Lynette Hammond Gerido, Zhe He:
Opportunities to Improve Methods for Increasing Participation in Cancer Clinical Trials. - John Gill, Matt Rafalski, Luke Barron, Channing Cochran:
Sustainability of Depression Screening Rates over Time Using Context Aware Workflow. - Juliana Gomes, Valéria Lima, Maria Grazioli Elisabete, Felipe Mancini:
MPOC Based on Competencies: Bibliographic Research in Nursing Databases. - Travis R. Goodwin, Sanda M. Harabagiu:
The Impact of Inferring Treatments on Information Retrieval for Precision Medicine. - William Gordon, Samuel J. Aronson, William Lane:
A FHIR-based Application to Improve Platelet Utilization and Transfusion Workflow. - Ashley C. Griffin, Arlene E. Chung:
Comparison of Data Mining Methods to Predict Sharing of Patient-Generated Health Data. - Lisa V. Grossman, Ruth M. Masterson Creber, Beatriz Ryan, Fernanda C. Polubriaginof, Min Qian, Irma J. Alarcon, Susan Restaino, Suzanne R. Bakken, David K. Vawdrey:
Barriers to Use of an Acute Care Patient Portal: Subgroup Analysis from a Randomized Trial. - Timothy L. Haithcoat, Chi-Ren Shyu:
Leveraging Location to Integrate and Access Information for Analyzing Health Context. - Phillip D. Hall, Clare L. Tolley, Ignacio Ricci-Cabello, Rachel Fraser, Sarah P. Slight:
Assessing Healthcare Providers' Views on Learning More About Clinical Informatics. - Robert B. Hall, J. J. Bono, Thomas P. Bechtold, Elly J. Cohen, Nhan V. Do, Peter L. Elkin:
Trial by FHIR: Development of a SMART on FHIR Clinical Trial Matching Application for Precision Oncology in the Veterans Health Administration. - Bashir Hamidi, Leslie A. Lenert, Jihad S. Obeid, Alexander V. Alekseyenko:
The Hidden Microbiome Pipeline: Providing Access to Clinical Microbiome Specimens, Sequences, and Informatics Resources. - Eungyoung Han, Teresa Taft, Devin Horton, Charlene R. Weir:
A Way Forward: Addressing Delays in Sepsis Recognition and Treatment. - Saira N. Haque, Erin Mallonee, Abigail Ferrell, Laura Dunlap:
Using Telehealth to Identify and Manage Substance Use Disorders in Rural Areas. - Lia Harrington, Arief A. Suriawinata, Todd A. MacKenzie, John H. Higgins, Saeed Hassanpour:
Natural Language Processing for Extracting Colorectal Polyp Information from Electronic Medical Records. - Kisha H. Hawthorne, Anthony A. Luberti, Erin Sladek, Patricia Lee, Lorraine L. Richards:
What's Limiting Pediatric Primary Care Provider Personal Health Record Practice and Utilization? - Ross Hayden, Andrea A. Broyles, Timothy D. Imler, Siu L. Hui:
Mortality Reporting Completeness in a Health Information Exchange. - Shan He, Joel Hartsell, Robert G. Harmon, Kirsten Hagemann, Darren K. Mann, Sidney N. Thornton:
Implementing Electronic Case Reporting: an Overview of Utah's Pilot Participation in Digital Bridge. - Yuqi He:
Theory-informed Design of Patient Portal Multimedia Tutorials for Older Adults. - Martha Hellems:
Ambulatory Physicians' EHR Self-Efficacy Suggests Strategies for Teaching More Efficient Utilization of EHR Tools. - Jessica Herstek, Keesha Brooks, Simmy King, Priti Bhansali:
RoundAbout: An EHR-Integrated App to Facilitate Family-Centered Rounds. - Jamie S. Hirsch, Raj Brar, Abraham Saraya, Kevin Bock, Michael I. Oppenheim, John Chelico, Shameer Khader:
MEWSCast: Predictive Forecasting of Modified Early Warning Scores for Preemptive Management of Clinical Acuity. - Julian C. Hong, Elizabeth Hauser, Thomas S. Redding, Kellie Sims, Ziad Gellad, Meghan O'Leary, Terry Hyslop, Ashton Madison, Xuejun Qin, David Weiss, A. J. Bullard, Reana Thomas, Christina Williams, Brian Sullivan, Marcus Johnson, Marsha Turner, David Lieberman, Dawn Provenzale:
Network analysis of chronological relationships of comorbidities in veterans from a prospective screening colonoscopy trial. - Julian C. Hong, Donna Niedzwiecki, Manisha Palta, Jessica D. Tenenbaum:
Natural language processing to identify patient symptoms during and prior to cancer therapy. - Wilma Honorio dos Santos, Felipe Mancini, Luciano Gamez:
Ergonomic Evaluation of Digital Repositories: The State of Art. - Dimitar Hristovski, Gaber Bergant, Andrej Kastrin, Borut Peterlin:
Towards using Literature-based Discovery for Interpretation of Next Generation Sequencing Results. - Yiying Hu, Xiang Li, Wenqing Lei, Guotong Xie:
Group-Based Trajectory Analysis of HIV-1 Patients. - Xiayuan Huang, Robert C. Elston, John Mayer, Zhan Ye, Yuqi He, David Page, Scott J. Hebbring:
Use of Electronic Health Record to Predict Family Relationships for Phenome-wide Research. - Vojtech Huser, Doyeop Kim, Ajit Londhe:
Real World Database for Validation of Units for Clinical Laboratory Tests. - Syed-Amad A. Hussain, Soheil Moosavinasab, Emre Sezgin, Yungui Huang, Simon M. Lin:
Char2Vec: Learning the Semantic Embedding of Rare and Unseen Words in the Biomedical Literature. - Eric Y. Hwang, Andrew Sills, Soyun S. Choi:
How the Common Model Facilitates a Maintainable and Repeatable Terminological Quality Assurance. - Joseph Imbus, Nick Zaborek, Kristin L. Long, David F. Schneider:
Natural Language Processing for Thyroid Pathology Reports: The Impact of Synoptic Reporting. - Philip Ingram, Rom Srinivasan, Patrick Grennan, John Schrom:
Identifying Non-Clinical Patient Messages Using Naive Bayes. - Sarah J. Iribarren, Piotr W. Mankowski, Lorelei Lin, William B. Lober, Christina Chirico, George Demiris:
What do patients and experts want in a smartphone-based application to support tuberculosis treatment completion? - Abdulrahman Jabour:
Patients Journey in Primary Healthcare Centers: A Time and Motion Study. - Steve Jankly, Andrea Schmidt, Tingting Chen:
Genomic Data Privacy Protection Based on GPU-Accelerated Encryption. - Diane Janowiak, Jason Wolfgang, Bill Robinson, Titus Schleyer:
Developing a national dashboard to help manage the opioid epidemic using toxicology laboratory results data. - Robert A. Jenders:
Utility of the HL7 Clinical Quality Language for Representing Clinical Decision Support Knowledge Bases. - Yun Jiang, V. G. Vinod Vydiswaran, Eun-Young Lee, Hyeon Joo, Anna Zheng, Marcelline R. Harris:
Feasibility of Identifying Oral Anticancer Agent Toxicity Self-Reporting and Management Advice from Clinical Notes. - Blooma Mohan John, Nilmini Wickramasinghe:
Healthcare Social Question Answering Services. - Adriana Johnson, Jenna Schabdach, Lauren Rost, Harry Hochheiser:
Identification of Data Science Applications to Data Management in a Biomedical Imaging Research Center. - Barbara Jones, Jason Carr, Sean J. Piad, Jesse Sutton, Stacey Slager, Peter Yarbrough, Emily Spivak, Adi V. Gundlapalli, Matthew H. Samore, Charlene R. Weir:
Timing is Everything: Information Sequencing in the Design of Computerized Decision Support for Pneumonia. - Josette F. Jones, Rukhaiya Fatima, Saptarshi Purkayastha, Anand Kulanthaivel, Enming Zhang:
Finding the Best EHR Training Dataset: A Cross-over Trial. - Antonio D. Junior Carlos, Emanuela C. Gonçalves, Izabel P. Meister, Clara R. Avila, Martina Navarro, Felipe Mancini:
Feature Extraction by Machine Learning from Dyslexic's Readings. - Sujay S. Kakarmath, Sara Bersche Golas, Jennifer Felsted, Takuma Shibahara, Hideo Aoki, Mika Takata, Ken Naono, Joseph C. Kvedar, Kamal Jethwani, Stephen Agboola:
Prospective Evaluation of the Real-world Performance of a Machine Learning Algorithm to Predict 30-Day Readmissions in Patients with Heart Failure Using Electronic Medical Record Data. - Min-Jeoung Kang, Patricia C. Dykes, Zfania Tom Korach, Li Zhou, Jennifer Thate, Kimberly Whalen, Kumiko O. Schnock, Christopher Knaplund, Brittany Couture, Kenrick Cato, Sarah A. Collins:
Identifying Concepts of Nurses' Concerns Using a Standard Nursing Terminology. - Shaheen Kanthawala, Wei Peng, Bree E. Holtz:
Consumer Health Apps: Healthcare Providers' Perspectives. - Akshat Kapoor, Priya Nambisan, Elizabeth Baker:
Systematic Evaluation of Smartphone Applications for Breast Cancer Survivorship. - Sarah Kappel:
Creating a Culture of Mobility: Using Real-Time Assessment to Drive Outcomes. - Mehmet Kayaalp:
Complete Patient Privacy via Comprehensive Privacy for All. - Marjorie M. Kelley, Jennifer Kue, Lynne Brophy, Andrea Peabody, Po-Yin Yen, Randi E. Foraker, Sharon Tucker:
Mobile Health (mHealth) Interventions Used by Cancer Survivors to Improve Lifestyle Behavior: An Integrative Review. - Liz Kellogg, Julianna G. Alson, Kemi M. Doll:
Participatory design, community partnership, and trustworthiness: keys to successful user-centered design with African American women affected by endometrial cancer. - Shameer Khader, Imroze Shaheen, Molly Stewart, Yalini Senathirajah, Jamie S. Hirsch, John Chelico, Negin Hajizadeh:
Discovering Drivers of Mortality in Severe Acute Respiratory Distress Syndrome: An Investigation using Machine Intelligence Methods. - Maher Khelifi, Shefali Haldar, Sonali R. Mishra, Calvin R. Apodaca, Erin Beneteau, Ari H. Pollack, Wanda Pratt:
Designs to Support Informed Hospitalized Patients. - Elaine C. Khoong, Roy Cherian, Sneha Thatipelli, Jill Barr-Walker, Courtney R. Lyles, Urmimala Sarkar:
A Systematic Scoping Review of Mobile Health Strategies for Hypertension Self-Management in Vulnerable Urban Populations. - Jeong-Whun Kim, Borim Ryu, Seoyoon Cho, Eunyoung Heo, Se Jung Young, Yoojung Kim, Joongseek Lee, Sooyoung Yoo:
MyHealthKeeper: Mobile based 3-arm Randomized Controlled Trial in Obstructive Sleep Apnea based for Personal Health Management. - Spyros Kitsiou, Antonio Nieto, Atreya Mishra, Ben S. Gerber, Thomas Stamos:
Smartphone Ownership and Use of Mobile Health Technologies for Self-Management of Heart Failure. - Justin E. Kleiner, Michael Cohen, Dilum P. Aluthge, Ishan Sinha, Indra Neil Sarkar, Elizabeth S. Chen, Dario R. Roque:
Predicting Thromboembolism after Vaginal and Laparoscopic Hysterectomy in Gynecologic Oncology Patients using Machine Learning. - Matthias Kochmann, Douglas Martin, Jason Schaffer, Keith Kelley, Titus Schleyer:
Leveraging FHIR to integrate information from a health information exchange directly with the clinical workflow in Cerner. - Theresa A. Koleck, Suzanne Bakken, Nicholas P. Tatonetti:
Comparison of Electronic Medication Orders Versus Administration Records for Identifying Prevalence of Postoperative Nausea and Vomiting. - Krishna Kookal Kumar, Suhasini Bangar, Reuben J. Applegate, Elsbeth Kalenderian, Muhammad F. Walji:
Implementing a Dental Quality Measure in BigMouth - a Multi-Institutional Dental Data Repository. - Daniel Kozman, Betty Tseng, Kelly Lockett, Myung Sim, Mindy K. Ross:
Direct Paging of Consultants From the Electronic Health Record: Optimizing Inpatient Consult Request Workflow. - Andrea M. Krussel, Cynthia L. Marich, Alice Hoette, Philip Payne, Marc Oxborrow, Colleen Ringer:
Show and Tell: Informatics Visualization through Industry Partnerships. - Josephine Lamp, Robert A. Greenes, Edward H. Shortliffe:
Trust Bubble: A Secure and Privacy-Preserving Framework for Data and Personnel Sharing in Diverse Health Networks. - Zach Landis-Lewis, Dahee Lee, John Rincon, Veena Panicker:
Validating relational information displays of clinical performance. - François-Michel Lang, James G. Mork, Dina Demner-Fushman, Alan R. Aronson:
Increasing UMLS Coverage and Reducing Ambiguity via Automated Creation of Synonymous Terms. - Philip Langthorne, Jason Simeone, Gabriele Brizzi, Leon Rozenblit:
Toward Quality Improvement Through Better Usability: Applying Research on Health Information Design to a Quality Improvement Scorecard. - Garrett W. Larson:
Cross-Sectional Study of the Health Informatics Job Market Using Visual Basic Code and Keyword Analysis. - Nicolas R. Lauve, Stuart J. Nelson, Sidney S. Young, Robert L. Obenchain, Christophe G. Lambert:
Local Control: a microaggregation methodology for performing bias-corrected reproducible observational studies across data silos while protecting patient privacy. - David Leander:
Design and Implementation of a Novel Electronic Health Record Tool to Enhance the Care of Individuals with Cystic Fibrosis: The CF Note Template. - Kahyun Lee, Michele Filannino, Di Jin, Kevin Buchan, William Boag, Özlem Uzuner:
Precision Medicine: matching cancer patients with relevant treatments. - Yura Lee, Yu Rang Park, Jae Ho Lee, Ji-Young Kim, Jeonghoon Kim, Woo-Sung Kim:
A Hospital-tethered Mobile Personal Health Records: Comparison of Patient Engagement Function Usage Pattern According to Version-up. - Fang Li, Jingcheng Du, Guozheng Rao, Cui Tao:
Construction of Drug Repurposing-oriented Alzheimer's Disease Ontology. - Ying Li:
Exploration of Trend-In-Trend Design for Signal Detection on a Large-Scale Medical Claims Database. - Gongbo Liang, Jie Zhang, Michael A. Brooks, Jessica Howard, Jin Chen:
Enhancing Radiomic Features of CT Images using Generative Adversarial Network with Alternative Improvement. - Karla J. Lindquist:
Machine Learning in Biomedical Research: Publication Trends. - Fang Liu, Paul A. Fontelo:
Discovering Biomarker Interactions in Cancer Publications. - Sijia Liu, Liwei Wang, Sunghwan Sohn, Liping Xia, Hongfang Liu:
ARETA: A Corpus for Asthma Related Event Temporal Association. - Siru Liu, Jialin Liu, Yong Li:
Factors Affecting the Use of Electronic Health Records by Physician: A Pilot Study. - Maichou Lor, Theresa A. Koleck, Suzanne R. Bakken:
Visualizations to Enhance Communication of Symptom Information for Patients and Providers: A Systematic Review. - Jean F. Louis, Leah R. Yingling, Guilherme Del Fiol, Catherine J. Staes:
Analysis of Public Health Guidance for Infectious Diseases to Enable Location-Aware Clinical Decision Support. - Chris J. Lu, Dina Demner-Fushman:
Improving Spelling Correction with Consumer Health Terminology. - Jason A. Lyman, Bryan Thorne, Rena Morse, David Ling:
Monitoring Opioid Prescribing Behavior. - Sina Madani, Bryant Ferguson, Scott D. Nelson, Asli O. Weitkamp:
Evaluation of Locally Defined Laboratory Test Names within an Electronic Medical Record System. - Andrea Mahnke, Alok Sagar Panny, Sara Cooper, Kelsey M. Schwei, Amit Acharya:
Usability Evaluation of an Electronic Dental Record. - Malika Mahoui, Krista Schroeder, Stuart Morton, April Naegeli, Jochen Schmitz, James Canavan:
Towards Better Understanding of Treatments Patterns for Patients with Inflammatory Bowel disease. - Mark V. Mai, Evan W. Orenstein:
Network Analysis of EHR Interactions to Identify 360° Evaluators. - Shervin Malmasi, Alexander Turchin:
Canary: an Information Extraction Platform for Researchers and Clinicians. - Laura H. Marcial, Aaron Z. Hettinger, Stephanie Rizk, Shari Lambert, Jonathan S. Wald:
The Making of an Interactive EHR Usability Change Package. - Romaric Marcilly, Laura Douze, Cédric Bousquet, Sylvia Pelayo:
Modeling MedDRA terms search cognitive task to design a pharmacovigilance report search tool. - Keri Martin, Aaron Ostrovsky, You Chung Jr., Alexandria Fatata, Hector De Jesus Alvarez, Melissa Zimmermann, Tham Nguyen, Patrick Hilden, Janet Mak, MaryAnn Connor, Daniel M. Stein:
Secure Clinical Text Messaging for Cancer Care Team Communication. - Roni Matin, Robert E. Murphy, Amy Franklin, Todd R. Johnson:
A Review of Interventions for Loss of Situation Awareness in Healthcare. - Allison B. McCoy, Yongkang Zhang, Alisha Monnette, Mark Diana:
Implementing EHR-Based Measures of Care Coordination in an Accountable Care Organization. - James P. McGlothlin, Evan Crawford, Ilija Stojic, Timothy Martens:
A Data Mining Tool and Process for Congenital Heart Defect Management. - Amir Mehdizadeh, Bengisu Tulu, Robert Curtis, Scott Friedlander, Andrew Gelinas, Christopher C. Hammer, Anthony E. Perullo, Ryan Callery:
Development of a Mobile App to Aid Communication in the Maternity Ward. - Yiwen Meng, William Speier, Eldin Dzubur, Brennan M. R. Spiegel, Corey W. Arnold:
Predicting Patient Health Status using Activity Tracker Data. - Jacqueline Merrill, Patricia W. Stone, Kathleen T. Hickey, Suzanne Bakken:
Assessing Domain Knowledge among Personnel in an Academic Research Center Focused on Precision Symptom Self-Management and Data Science. - Stéphane M. Meystre, Paul M. Heider, Youngjun Kim, Andrew Trice, Gary Underwood:
Clinical Text Automatic De-Identification to Support Large Scale Data Reuse and Sharing: Pilot Results. - Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier:
Representing Drug Classes for Mitigating Concurrently Applied CPGs. - Austin Michne, Andrew J. Solomon, Yael Ozair, Kaan Aksoy, Paea LePendu, Robert A. Greenes:
The HII-C Knowledge-Based App Project: Goals and Design Approach. - Joseph Miles, Daniel Szakielo, Angela Kiddle, Isabelle Bichindaritz:
Using Machine Learning to Predict Falls in Inpatient Rehabilitation Residents. - Mari Millery, Victoria Berges, Rita Kukafka:
Translating Community Input into Design of Contextualized Online Health Information Resources. - Alisha Monnette, Mark Diana, Yongkang Zhang, Allison B. McCoy:
A Framework of Key Domains and EHR-Based Measures of Care Coordination in an Accountable Care Organization. - Sungrim Moon, Sijia Liu, Sujith Samudrala, Jane L. Shellum, Jeffrey B. Geske, Peter A. Noseworthy, Steve Ommen, Rajeev Chaudhry, Rick Nishimura, Hongfang Liu, Adelaide M. Arruda-Olson:
Leveraging Electronic Health Records for Identification of Features Associated with Sudden Death for Hypertrophic Cardiomyopathy Patients. - Esther C. Moore, Clare L. Tolley, Sarah P. Slight:
The impact of healthcare technology on nurses' efficiency: A systematic review of the literature. - Danielle L. Mowery, Luke Martin, Brett R. South, Ellen Morrow, William Peche, Eric Wiesner, Wendy W. Chapman, Benjamin S. Brooke:
Detecting Current Episodes of Cholecystitis-related Pain from Veterans Affairs Clinical Notes using Natural Language Processing. - Lars Müller, Steven R. Rick, Nadir Weibel, Robert E. El-Kareh, Eliah Aronoff Spencer:
Diagnostic Distance: A computational Approach to Diagnostic Differences. - Sara G. Murray, Anand Avati, Gabriela Schmajuk, Jinoos Yazdany:
Capturing Heterogeneity in Complex Chronic Illness: Building a Model for Systemic Lupus Erythematosus (SLE) with "Noisy Labeling" of Data. - Stuart Myerburg, Paloma L. Hawry:
Vaccine Code Set Management Service. - Ismail Nabeel, Lisanne C. Cruz:
Development of a Return to Work Tool for Primary Care Providers for Patients with Low Back Pain: A Pilot Study. - Sreedevi Nair, Sahiti Myneni:
HealthHint: A recommendation engine for behavior change support systems. - Masaharu Nakayama, Kazuya Takehana, Takahide Kohro:
Development of a Standardized Data Format in Cardiology through Collaborations between Medical Informaticians and Cardiologists. - Anastasiya Nestsiarovich, Aurélien J. Mazurie, Nathaniel G. Hurwitz, Berit Kerner, Stuart J. Nelson, Annette S. Crisanti, Mauricio Tohen, Ronald Krall, Douglas J. Perkins, Christophe G. Lambert:
Comparison of Bipolar Disorder Monotherapies for Risk of Psychiatric Hospitalization. - Krista M. Nicklaus, Brian Tsang, Mary Catherine Bordes, Fatima A. Merchant, Summer E. Hanson, Gregory P. Reece, Mia K. Markey:
Preliminary Evaluation of a Microsoft HoloLens Augmented Reality Visualization of Mastectomy Specimens During Breast Reconstruction. - Ryan W. Novince, Johnbuck Creamer, Tammy Robinson, David C. Kaelber:
Point of Ordering Clinical Decision Support for Rapid HIV Testing. - Tobenna Nwankwo, Paul A. Fontelo:
Is it Fake News? The Accuracy of Medical Reports in Popular Media Compared to their Original Sources in PubMed. - Matthew A. Oberhardt, Lisa Saiman, William Greendyke, Alexandra Hill-Ricciuti, David K. Vawdrey, Yoko Furuya:
Developing an informatics framework for responding to an outbreak of Burkholderia cenocepacia. - Adetomiwa O. Oguntuga, Alan Wilks, Gaurika Tyagi, Nam Nguyen:
Extraction of DEXA Lab Values from SOAP Notes using the MITRE Identification Scrubber Toolkit (MIST) to Perform Named Entity Recognition. - Hyunkyoung Oh, Sue Moorhead:
Approaches to Improvement of Nursing Outcomes Classification. - Lucas Oliveira, Deyu Sun, Kirk Spencer:
Completeness of Echocardiogram Report: An Initial Investigation. - Mustafa Ozkaynak, Bonnie Gance-Cleveland, Kevin Gilbert, Ayda Kebapci, Noel Metcalf, Heather Aldrich:
Workflow Challenges of a Mobile Clinical Decision Support System (SmartStart) for Prenatal Clinics. - Jamie C. Palumbo, Randall C. Wetzel, Gerardo Soto-Campos:
Heat Map, a Visual Tool for Comparative Analytics. - BeomHee Park, Ilsan Woo, Won-Young Kim, Namkug Kim, Dongwoo Seo:
Preliminary Validation of Prediction of Poor Outcome in Initially Stable Upper Gastrointestinal Bleeding ED Patients Using Multiple Machine Learning Algorithms. - Jeremy Pasco, Boris Campillo-Gimenez, Leslie Grammatico-Guillon, Marc Cuggia:
Enriching a Clinical Data Warehouse with Specific Cancer Data Sources: Application to Feasibility Studies. - Nathan Patel, Lee Frederick Schroeder:
An update and validation for an unsupervised learning algorithm for reference intervals calculation in clinical chemistry. - Christine Patterson, Charles Bush, Jennifer Maddocks, Rebecca Kitzmiller:
Exploring Facilitators and Barriers to Provider Secure Messaging. - Olga V. Patterson, Lalindra De Silva, Brad Adams, Ryan Cornia, Thomas Ginter, Susan L. Zickmund, Scott L. DuVall:
Towards intuitive NLP: Interactive system for machine teaching. - John F. Pearson, Rabi Harriz, Theodora Valovska, Juan Henao, Charles Safran:
A Preliminary Geospatial and Gender Analysis of the Clinical Informatics Physician Workforce. - Laurie J. Pencille, Dawn Finnie, Maya E. Kessler:
A qualitative study to understand features and contextual factors influencing clinicians' response to a clinical decsion support alert in a pragmatic randomized control trial. - Celena B. Peters, Fran Cunningham, Hong Yu, Adam J. Gordon, Cedric L. Salone, Jessica Zacher, Ronald Carico, Jianwei Leng, Nikolh Smith-Nemard, Weisong Liu, Sophia Lu, Emily Druhl, Tina Huynh, Zachary Burningham, Feifan Liu, Brian C. Sauer:
Reference Standard Development to Train Natural Language Processing Algorithms to Detect Problematic Buprenorphine-Naloxone Therapy. - Lee B. Peters, Richard Rice, Olivier Bodenreider:
RxNav-in-a-Box - A locally-installable version of RxNav and related APIs. - Josh F. Peterson, Henry H. Ong, Julie A. Lynch, J. Kevin Hicks, Paul R. Dexter:
Development and Implementation of Genomic Data Pipelines within US institutions: A pilot multi-site survey among NHGRI's IGNITE Genomic Medicine Sites. - Kelly S. Peterson, Alec B. Chapman, Patrick R. Alba, Scott L. DuVall, Olga V. Patterson:
Fast and Accurate Adverse Drug Event labeling without a GPU. - Natasha Pettit, Anish Choksi, Cynthia Nguyen, Jennifer Pisano, Jessica Ridgway:
Electronic Medical Record Enhancement to Improve Beta-lactam Allergy Documentation. - Cody M. Phelps, Trisha R. Sanghvi, Ningrui Zhang, Joseph J. DeFerio, Jyotishman Pathak:
Using EHRs to assess gender differences in the utilization of mental health services for patients diagnosed with major depression. - Yuddha Phuyal, Dongwen Wang:
An Assessment of Clinical Workflow and Healthcare Team Communication for Implementation of HIV Testing Clinical Guideline. - José D. Posada, Lingyun Shi, Sergio M. Castro, Shyam Visweswaran, Neal D. Ryan, Henk Harkema, Rich Tsui:
Social Context Sentence Classification from Psychiatric Reports using Positive and Unlabeled Learning. - Marco Prenassi, Pierluigi D'Antrassi, Renato De Donato, Lorenzo Rossi, Sara R. Marceglia, Luca Andreoletti, Simona Mrakic-Sposta:
Analysis of muscle activity to support athletes training: the case of boxe. - Kedar Radhakrishna, Vipul Kashyap, Vish Anantraman, Rajani Julooru, Ismael Rodriguez, Eitan Kimchi, Jan Horsky, John Chelico:
A Scalable Health Information Platform for Efficient Pre-Screening and Consenting of Patients for Enrollment in Research Studies. - Matt Rafalski, John Gill, Luke Barron, Channing Cochran:
High rate of Falls Risk Screening with Minimal Staff Training using Context Aware Clinical Decision Support. - Protiva Rahman, Erinn Hade, Arnab Nandi, Preeti Pancholi, Mark Lusberg, Kurt Stevenson, Courtney L. Hebert:
Derivation of expert consensus rules for missing antimicrobial susceptibility data. - Saurabh Rahurkar, Yenling A. Ho, Brian E. Dixon, Guoyu Tao, Janet N. Arno:
A Systematic Review and Proposed Validation Study to Evaluate the Accuracy of ICD Codes for the Identification of Chlamydia, Gonorrhea, and Syphilis. - Maya Ramachandran, Sanaa H. Suharwardy, N. Lance Downing, Amy E. Judy:
Introduction of an Automated Conversational Agent in the Peripartum Setting to Improve Maternal Mental Health. - Andrea H. Ramirez, Elliot M. Fielstein, QiPing Feng, Henry H. Ong, Jonathan S. Schildcrout, Yaping Shi, Joshua C. Denny, Josh F. Peterson:
EHR Extraction of Longitudinal Exposure to Proton Pump Inhibitors. - Pallavi Ranade-Kharkar, Donnette E. Hill, Benjamin Chisum, Scott P. Narus, Kathryn Gibb Kuttler:
Achieving Interoperability between Clinical Trial Management Systems and Electronic Health Record Systems to facilitate Research Billing Compliance. - Soumi Ray, Dustin S. McEvoy, Skye Aaron, Adam Wright:
Daily Monitoring and Detection of Anomalous Alerts in Clinical Decision Support. - Meghan J. Reading, Elizabeth M. Heitkemper, Maichou Lor, Lena Mamykina:
Exploring mHealth Intervention Designs to Engage Low-Income, Minority Adults with Type 2 Diabetes in Self-Monitoring. - Meghan Reading, Kathleen T. Hickey, Jacqueline A. Merrill:
Mobile Health Usage over Time among Adults with Atrial Fibrillation using ECG Technology for Self-Monitoring. - Catherine Reed, Amanda Harris, Elizabeth Parilla, David Lyalin:
Developing Operational Best Practices: An Immunization Informatics Case Study. - Blaine Reeder, Britney Sutcliffe, Cynthia Drake, Mary Beth Flynn Makic, R. Gritz Mark, Heidi L. Wald:
Design and Evaluation of Low-fidelity Prototype Visual Displays for Multiple Hospital-Acquired Conditions. - Ruth M. Reeves, Brett R. South, Glenn T. Gobbel, Lee M. Christensen, Paul Thompson, Wendy W. Chapman, Michael E. Matheny, Jeremiah R. Brown:
Annotating Social Determinants of Health and Functional Status Information Using Publicly Accessible Corpora. - Robinette Renner, Harold R. Solbrig, Guoqian Jiang:
Representing Cancer Case Report Forms Using HL7 FHIR. - Minjin Rheu, Wei Peng, Kuo-Ting Tim Huang:
Social Media for Family Wellness: Social Comparison and Motivation. - Jessica Ridgway, Ellen Almirol, Tomasz Oliwa, John A. Schneider:
Natural Language Processing of Electronic Provider Notes to Detect Psychiatric Illness and Substance Use among HIV-Positive Patients. - Jorge Alberto Rodriguez, Alan Fossa, Brian Herrick:
Bridging the Language Gap in Patient Portal Messaging: An Evaluation of Google Translate. - Ursula A. Rogers, Shelley A. Rusincovitch, Matthew Phelan, Nigel B. Neely, Benjamin Alan Goldstein:
Lessons Learned from an EHR-Based Population Health Datamart: Southeastern Diabetes Initiative (SEDI). - Santiago Romero-Brufau, Kim Gaines, Matthew G. Johnson, Joel Hickman, Terry M. Therneau, Jeanne Huddleston:
The Mayo Clinic Early Warning Score is superior to MEWS, and nursing pattern recognition can improve its accuracy further. - Graciela Rosemblat, Dongwook Shin, Halil Kilicoglu:
Enhancing Identification of Relation Arguments in SemRep. - Edgar Ross, Robert N. Jamison, Lance M. Nicholls, Kim Nolen, Barbara M. Perry:
Addressing In-Between Visits and the Care of the Chronic Pain Patient Utilizing an Iterative Mobile App. - Justin F. Rousseau, Matt Sither, Rick Peters, Anjum Khurshid:
A cross-institutional unified data request form to standardize the data request experience in Austin, TX. - David M. Rubins, Robert Boxer, Adam Wright:
Effect of Default Order Set Settings on Telemetry Ordering: Helping Residents Choose More Wisely. - Shelley A. Rusincovitch, Lisa Wruck, Ricardo Henao, Larisa Rodgers, Allison Dunning, Peter Merrill, Hillary Mulder, Robert Overton, Matthew Phelan, Erich Huang, Lawrence Carin, Michael J. Pencina:
The Duke Health Data Science Internship Program: Integrating the Educational Mission into Real-World Research. - Borim Ryu, Sungwoon Choi, Sehyun Kim, Sooyoung Yoo, Sungroh Yoon, Jeong-Whun Kim:
Breast cancer recurrence data preparation and prediction algorithm development. - Hojjat Salmasian, Jason S. Adelman, Adam B. Landman, Allen Kachalia:
A Heuristic Evaluation of Numeric Identifiers for Safe Healthcare Delivery. - Trisha R. Sanghvi, Vijayalakshmi H. Nagaraj, Odille Chang, M. Sriram Iyengar, Wayne Irava, Vimla L. Patel:
Cognitive Studies of Knowledge Representation and Use of Mental Health Clinical Guidelines by Community Health Workers: A Framework. - Karthik V. Sarma, Brennan M. R. Spiegel, W. Mark Reid, Xiang S. Chen, Raina M. Merchant, Emily Seltzer, Corey W. Arnold:
Estimating Health-related Quality of Life of Twitter Users: Methods for Semantic Processing of Social Media Posts. - Ahileshwara K. Satchithananda, Magnus Blomqvist, Angus Ritchie:
Evaluation of junior medical officer clinical task management following the introduction of an electronic task management system at an Australian metropolitan health service. - Jenna Schabdach, Rafael Ceschin, Vince Lee, Vincent Schmithorst, Ashok Panigrahy:
Using Prealignment in Global Volume Registration to Decrease Motion in Neonatal Resting-State fMRI. - Christine Schieber, Annalisa Swan, Roslyn I. Hickson, Noel Faux, Benjamin Goudey:
Predicting the Key Alzheimers Biomarkers in CSF from Plasma Analytes. - Titus K. Schleyer, Christopher Callahan, Linda Williams, Douglas Martin, Jonathan Gottlieb, Christopher Frederick, Peter J. Embí:
Developing the Indiana Learning Health System Initiative. - Rebecca Schnall, Adrienne Pichon, Thomas Scherr:
Usability and Acceptability of the mLab App for Promoting the Uptake of HIV Testing. - Courtney Segal, Cynthia LeRouge, Elizabeth Austin, Danielle C. Lavallee:
Provider Perspectives of Integrating Electronic Patient-Reported Outcomes into Clinical Practice Workflow. - Charles R. Senteio, Paul Murdock:
Technology designed for elders to support chronic disease self-management: A systematic review. - Emre Sezgin, Monica Weiler, Anthony Weiler, Simon M. Lin:
A roadmap of transition to health independence: A patient-centered study of self-management and digital-health solutions among teens with chronic conditions. - Feichen Shen, Hongfang Liu:
Combining Knowledge and Data Driven Insights to Facilitate the Differential Diagnosis of Rare Diseases. - Akiko Shibuya, Jimpei Misawa, Yukihiro Maeda, Rie Ichikawa, Teruyoshi Hishiki, Yoshiaki Kondo:
A visualization approach to improve medication safety: Association between medication prescribing and decision-making information. - Dongwook Shin, Halil Kilicoglu:
Linking Section Labels with Biomedical Relations in SemMedDB. - Eran Simhon, Reza Sedeh Sharifi, Jin Liu, Cecilia Meijer:
A Socio-Behavioral Determinants of Health analytics tool to activate patients in their health journey. - Rina Singh, Jeffery Graves, Susan E. Piras, Lemuel R. Waitman, Michael Prittie, Douglas A. Talbert:
Mining Interesting, Non-Redundant Healthcare Trajectories. - Scott M. Sittig, Sahiti Myneni, Jing Wang, M. Sriram Iyengar, Amy Franklin:
Characterizing One Super User's Data Within A Persuasive Guided mHealth Application: What Can We Learn? - Sarah P. Slight, Esther C. Moore, Clare L. Tolley:
The development and validation of a task list for use in assessing the impact of novel technologies on nursing activity. - Nina Smith, Kimberly A. D'Souza, Ankita Misra:
Prescription Drug Monitoring Programs: Designing Informatics Solutions to Address the Opioid Epidemic. - Julia Snyder, Theresa E. Fuller, Kumiko O. Schnock, Sarah A. Collins:
Understanding Patient Generated Dietary and Nutrition Concerns from the MySafeCare Electronic Safety Reporting Application. - Lauren E. Snyder:
Business Process Analysis to Understand Health Policy Information Needs in South Africa. - Margie E. Snyder, Omolola A. Adeoye, Julie Diiulio, Stephanie A. Gernant, Heather Jaynes, William R. Doucette, Alissa L. Russ:
Evaluating the Usability and Usefulness of Medication Therapy Management Clinical Decision Support for Community Pharmacists. - Stephanie E. Soares, Nick R. Anderson, Leslie J. Solis, Javier E. Lopez:
Integrating Documentation of Broad Consent for Research Biosamples into the Clinical Workflow. - Ji Soh Yeong, Sanghyuk Jung, Kyunga Kim, Woh Cha chul:
Path analysis on Clinicians' Mobile Electronic Medical Record Usage Patterns. - Sunghwan Sohn, Debra J. Jacobson, Chun Fan, Jennifer L. St. Sauver:
Assessment of Patient Falls Identification from Electronic Health Records Using Code- and Text-Based Approaches. - Andrew J. Solomon, Brett Dinner, Robert A. Greenes, David R. Kaufman, Yael Ozair, Sanna Naveed, Tarryn Falls, Tristan Le, Kristan Hodge:
Supporting Cognitive Processes within Clinical Chart Review and Note Creation. - Brett R. South, Kristine W. Lynch, Michael E. Matheny, Julie A. Lynch, Olga Efimova, Catherine Chanfreau-Coffinier, Olga V. Patterson, Benjamin Viernes, Scott L. DuVall:
Flipping the Model for Biomedical Informatics Research. - Bryan D. Steitz, Alex Cheng, Brian Carlson, Kim M. Unertl:
Patient Experience During Electronic Health Record Migration. - Rachel Stemerman:
Interactive Data Visualization to Promote Self-Initiated Quality Improvement in Emergency Medical Systems. - Samantha Stonbraker, Mina Halpern, Suzanne R. Bakken, Rebecca Schnall:
Using a Hybrid Participatory Design Methodology to Develop Information Visualizations to Enhance HIV-Related Clinical Communication. - Norman Stone, Neris Nieves-Robbins, James C. Tessier, Thomas A. Neal, David Schmidt, Jacob Aaronson, Henry Ogoe, Keith D. Hofmann, Casey Kangas, Karl J. Stiller, Helga E. Rippen, Lauren Thompson:
Integrating Care Between Two Health Systems: Identifying Active Dual Consumers of DoD and VA Health Services. - Olga Strachna, Erdeta Bani, Daniel M. Stein, Peter D. Stetson:
Critical Patient Generated Health Data Alerts: Design and Implementation of a Closed-Loop Symptom Alerting and Communication System. - Ran Sun, Mary T. Korytkowski, Susan M. Sereika, Melissa I. Saul, Dan Li, Lora E. Burke:
Patient Portal Use in Diabetes Management: A Literature Review. - Katherine A. Sward, Jimmy Moore, Jason Wiese, Miriah Meyer:
Participatory Design for Exposomic Studies Involving Sensors. - Aijazuddin Syed, Anoop Balakrishnan, Aaron Dack, John Ziegler, Shruti H. Madur, Jack Birnbaum, Jason Hwee, Meera Prasad, Mustafa Syed, Mohammad Haque, Zhen Y. Liu, Sumit Middha, Ryan Ptashkin, Gowtham Jayakumaran, Rana Satshil, Anita Bowman, Yun-Te Lin, Angela R. Brannon, Michael F. Berger, Ahmet Zehir:
MPath - Results Manager, a comprehensive solution to store, review and manage genomic variants from NGS-based clinical tests. - Patrick G. Sylim, Fang Liu, Alvin B. Marcelo, Paul A. Fontelo:
Open-Source Blockchain System for Detecting Substandard/Spurious/Falsely-Labelled/Falsified/Counterfeit Drugs in the Supply Chain. - Ricky K. Taira, Omolola Ogunyemi, Hyeoneui Kim:
Lexically Grounded Ontologic Frames for Medical NLP. - Blaine Y. Takesue, Jeff S. Warvel, Paul R. Dexter:
Admission opiate ordering patterns over 23 years: analysis of electronic health record data from the Regenstrief Gopher. - Lingyi Tang, Yaoyun Zhang, Hua Xu:
Building a Biomedical Bilingual Parallel Corpus between Chinese and English from PubMed. - Carson Tao, Michele Filannino, Özlem Uzuner:
Extracting ADRs from Drug Labels using Bi-LSTM and CRFs. - David P. Taylor, Karen M. Bavuso, Melinda Wong, Man Wai Chan, Saverio M. Maviglia, Roberto A. Rocha:
Catalog of Mobile and Web-based Health Apps. - Heather L. Taylor, Titus K. Schleyer:
Does treating periodontal disease improve the risk for and outcomes of systemic disease? An opportunity for public health informatics research. - Clare L. Tolley, Neil Watson, Andrew K. Husband, Sarah P. Slight:
A qualitative study exploring the challenges of using specific design features of a commercial CPOE system. - Tiffany Toor, Lexly Cruz, Andrew Nguyen:
Graph-based Representation of Cancer Treatment Guidelines. - Tammy Toscos, Ryan Ahmed, Romisa Ghahari Rohani, Elizabeth Martin, Shauna Wagner, Michelle Drouin, Michael J. Mirro:
Designing Tailored Patient Education on Atrial Fibrillation. - Michael H. Tran, David Parra, Joy Meier, Christine Clark, Anthony Morreale:
Development and Implementation of Time in Therapeutic Range Reports Within the Veterans Health Administration. - Shintaro Tsuji, Andrew Wen, Guoqian Jiang:
Developing a RadLex-based Name Entity Recognition Tool for Mining Free-Text Radiology Reports. - Gaurika Tyagi, Adetomiwa O. Oguntuga, Morgan Harrell, Alina Bogdanov, Nam Nguyen:
Machine Learning Assisted Custom Lab Order Sets Creation. - Behnam Nia Vahdati:
Evaluating Utilization and Effectiveness of a Pneumonia Order-Set Using Cerner PowerInsight. - Vijetha Vemulapalli, Christopher R. Yee, Niven R. Narain, Viatcheslav R. Akmaev:
Data-Driven Discovery of Models for Predicting Septic Shock in the Intensive Care Unit. - Carlos E. Villavicencio, Glen Tamura:
Inpatient rounds by appointment facilitated by novel EHR module. - Daniel J. Vreeman, John Hook, Timothy Briscoe, Swapna Abhyankar:
Improving LOINC Mapping through Targeted Subsets. - Rosalie G. Waller, Brent D. Hill, Heidi Kramer, Parveen Ghani, Valliammai Chidambaram, Damian A. Borbolla, Wendy Kohlmann, Joshua D. Schiffman, Michael C. Flynn, Rachel Hess, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir:
Clinical Workflows for Collecting Family Health History in Primary Care. - Yi Ruby Wan, Wenxiao Jia:
Health Indexing of Infectious Disease in China: A Snapshot of 31 Provinces. - Karen H. Wang, Erica Moreira, Todd Kawecki, Amy C. Justice, Marcella Nunez-Smith, Cynthia Brandt, Nitu Kashyap:
Notes from the Field: Real-World Clinical Information Exchange between Electronic Health Records. - Libo Wang, Rajani Kaimal, Neera Ahuja, Dipanjan Banerjee:
Worsening Functional Status is Associated With Increased Interest in Mobile Health technologies in Patients With Heart Failure. - Liwei Wang, Lei Luo, Yanshan Wang, Jason A. Wampfler, Ping Yang, Hongfang Liu:
Information Extraction for Data Population in Lung Cancer Clinical Research. - Lucy Lu Wang, John H. Gennari:
Quantifying the effects of gene entity disambiguation for GSEA. - Sophia Y. Wang, Suzann Pershing, Tina Hernandez-Boussard:
A Pipeline to Measure Ophthalmic Surgery Outcomes from the Electronic Health Record. - Victoria J. Wang, Richeek Pradhan, Harmon S. Jordan, Arlene S. Ash, David McManus, Hong Yu:
Accuracy of International Classification of Disease Clinical Modification Codes for Detecting Bleeding Events in Electronic Health Records and When to Use Them. - Yanshan Wang, Andrew Wen, Sijia Liu, Hongfang Liu:
EMIRS: An Electronic Medical Information Retrieval System by Leveraging both Structured and Unstructured Electronic Health Records. - Xing Wei, Carsten Eickhoff:
Distant Supervision in Clinical Information Retrieval. - Dax M. Westerman, Fern FitzHenry, Michael E. Matheny, Michele L. LeNoue-Newton, Claudio A. Mosse, Ian Maurer, Matthew Stachowiak, Justin A. Yeakley, James Cole, Regina M. Thomas, Mia A. Levy:
Integrating Cancer Genomic Data into Decision Support at the VA: Hematologic Oncology as a Use Case. - Melinda Wong, Karen Bavuso, David P. Taylor, Roberto A. Rocha, Wai Man Chan, Saverio M. Maviglia:
Design of a Catalog to Manage Clinical Decision Support Assets and Dependencies. - Kyungmi Woo, Dawn Dowding:
Factors Associated with the Decision-making of Home Care Patients with Heart Failure regarding Initiation of Telehealth Services. - Anne Woods:
Representing Patient Medication History with Symbols. - Jordan M. Word, Kathryn W. Goodman, Alisha Gupta, Rupa S. Valdez:
Consumer Health IT Design for Depression Medication Self-Management. - Adam Wright, Skye Aaron, Gianna Zuccotti:
Continuous Video Recording of Electronic Health Record User Sessions to Support Usability and Safety. - Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Elke A. Rundensteiner, Xiangnan Kong:
Deep Learning Strategies for Automatic Detection of Medication and Adverse Drug Events from Electronic Health Records. - Yang Xiang, Jun Xu, Jingcheng Du, Degui Zhi, Cui Tao:
Asthma Onset Prediction Using Structured EMR Data. - Zhaopeng Xing, Fei Yu:
A Pilot Comparative Study of Health Information Seeking Performance and Perceived Mental Effort on Google Assistant versus Google Chrome. - Jun Xu, Yaoyun Zhang, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Hua Xu:
Detecting Anatomical Entities in Clinical Text. - Rumei Yang, Joseph M. Plasek, Andrew Wilson, Mollie R. Cummins, Katherine A. Sward:
Comparing Machine Learning Algorithms to Predict Falls of Community Dwelling Older Adults. - Tzu-I Yang, Chia-Ching Chou, Kavishwar B. Wagholikar, Mitchell J. Feldman, Henry C. Chueh:
Natural Language Processing to Detect High Information Findings for Patients at risk of Missed Diagnosis. - Qing Ye, Uzma Z. Khan, Suzanne Austin Boren, Eduardo C. Simões, Min Kim:
Developing Healthy Coping Features Tailored for Seniors Older Than 70 Years with Diabetes: An Exercise List, an Activity List, and a Mood Scale. - Leah R. Yingling, Nancy Allen, Michelle Litchman, Vanessa D. Colicchio, Elisa Amador, Jeannette Villalta, Bryan Smith Gibson:
Community Engagement to Optimize the Use of Wearable Sensors in a Diabetes Self-Management Intervention Targeting Hispanic and Latino Adults. - Amanda Yoho, Srikanth Sivashankaran, Hyuna Yang, Vishrawas Gopalakrishnan:
Comparison of Drug Classifications for Antidiabetic Agents in Real-World Data. - Junsang Yoo, Kwangyul Jung, Taerim Kim, Wonchul Cha:
Development and Evaluation of the Real-Time ED Dashboard. - Jaeyong Yu, Gabyong Jeong, Wonchul Cha:
Machine-Learning-Based Triage System for Emergency Department. - Jaeyong Yu, Junsang Yoo, Ji Soh Yeong, Wonchul Cha:
Clustering Emergency Departments Patients Using Unsupervised Learning and Hospital Encounters. - Nick Zaborek, Joseph Imbus, David F. Schneider:
Clustering of Care Trajectories Finds Clinically Meaningful Patterns for Patients with Noncancerous Thyroid Nodules. - Xianlong Zeng, Soheil Moosavinasab, Enju Lin, Yungui Huang, Chang Liu, Simon M. Lin:
DeepChild: Hospitalization Prediction via Neural Network. - Xinyuan Zhang, Sicheng Zhou, Luca Giancardo, Cui Tao:
Computer Aided Diagnosis of Chest X-rays using by Combining Deep Convolutional Neural Networks. - Yaoyun Zhang, Qiang Wei, Jingqi Wang, Hua Xu:
CLAMP-PA: A machine learning based pre-annotation pipeline for corpus construction of clinical concepts. - Yu Zhang, Michele Morris, Shyam Visweswaran:
A Computable Phenotype Library Plugin for i2b2. - Beiqun Zhao, Marlene Millen, Rebecca A. Marmor, Christopher Longhurst:
Patient Portal Usage May Not Affect Patient Satisfaction. - Juan Zhao, QiPing Feng, Patrick Wu, Joshua C. Denny, Wei-Qi Wei:
Using Topic Modeling to Identify Relationship between LPA Variant and Disease Phenotypes. - Kira Zhovnirovskii, David R. Kaufman, Catherine A. Smith, Anita C. Murcko, Alla Keselman:
Searching for Health Information Quality Indicators While Seeking Cures. - Vivienne J. Zhu, Chanita Halbert-Hughes, Brian E. Bunnell, Melanie S. Jefferson, Leslie A. Lenert:
Automatically Identifying Alcohol abuse from Clinical Narratives.
Systems Demonstration
- Swapna Abhyankar, Mary Zabriskie, John Hook, Timothy Briscoe, John T. Finnell, Daniel J. Vreeman:
LOINC Groups: A novel tool for data aggregation. - Fuad Abujarad, Sandra Alfano, Peter Peduzzi, Geoffrey Chupp:
An Informed Consent Tool Starting with the Patient. - Adeboye A. Adejare, Mark H. Eckman:
Gambler: A Computerized Health Utility Assessment Tool. - Shafa Al-Showk, Chris Moesel, Edwin A. Lomotan, Shane Hickey, Sharon Sebastian, Steven Bernstein, Richard Ricciardi:
CDS Connect: Authoring and Sharing Interoperable Clinical Decision Support for Opioids and Pain Management. - Daniel C. Berrios, Sylvain Costes, Peter B. Tran:
NASA's GeneLab: An Integrated Omics Data Commons and Workbench. - Olivier Bodenreider, Lee B. Peters:
Using RxNav for drug analytics - How to interpret obsolete drug identifiers? - Joseph R. Coco, Cheng Ye, Chen Hajaj, Yevgeniy Vorobeychik, Joshua C. Denny, Laurie L. Novak, Bradley A. Malin, Thomas A. Lasko, Daniel Fabbri:
Crowdsourcing Clinical Chart Reviews. - Licong Cui, Guo-Qiang Zhang:
A Cross-Cohort Query System for the National Sleep Research Resource (NSRR). - Sapoonjyoti Duttaduwarah, Ganesh R. Iyer, Shamim Nemati, Ashish Sharma:
DataScope - Enabling Scientific Mashups for Data Exploration, Hypothesis Generation, and Visual Analytics from Large Biomedical and Clinical Datasets. - Allen J. Flynn, Peter Boisvert, Nathaniel Gittlen, Carl Lagoze, George Meng, Charles P. Friedman:
The Knowledge Grid: Demo of a Platform to Manage and Disseminate Computable Biomedical Knowledge using digital Knowledge Objects. - Alon Geva, Jason P. Stedman, Guergana Savova, Chen Lin, Shannon F. Manzi, Paul Avillach, Kenneth D. Mandl:
ADEPT: An End-to-End System for High-Throughput Pharmacovigilance. - Daniel Gottlieb, Joshua C. Mandel, Grahame D. Grieve, Wayne Kubick, Charles Jaffe, Kenneth D. Mandl:
Push Button Population Health Data: Extending the HL7 FHIR Standard to Support Bulk Data Export. - Nathan C. Hulse, Jaehoon Lee, Martin Brownell:
Patient Education on FHIR - A Local Implementation of a Cloud-based Patient Education Portal in an EHR using Open Platform APIs. - Vipul Kashyap, Edson Tirelli, Denis Gagné:
Leveraging the emerging Decision Modeling Notation (DMN) for Clinician-friendly Rules Authoring: A Demonstration. - Kensaku Kawamoto, Bryn Rhodes, Isaac Vetter, Wesley Sargent:
Addressing the Opioid Epidemic through Standards-Based Decision Support. - Jeffrey G. Klann, Stanley Boykin, Marc D. Natter, Margaret Vella, Douglas MacFadden, Sarah R. Weiler, Sebastian Schneeweiss, Kenneth D. Mandl, Shawn N. Murphy:
Accessible Research Commons for Health: Four Years Into the PCORnet Journey. - Yaa A. Kumah-Crystal, Dan Albert, Timothy Coffman, Apperson Johnson, Jesse Young, Chet Rogers, Peter Shave, Christoph U. Lehmann:
Information Retrieval with V-EVA: Vanderbilt EHR Voice Assistant. - Tahsin M. Kurç, Joel H. Saltz, Fred W. Prior, Ashish Sharma:
Systems Demonstration: Towards a Services Oriented Platform for Combined Radiology-Pathology Image Analysis and Interpretation. - Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Meghan J. Reading, Matthew E. Levine, Yishen Miao, Pooja M. Desai, Lena Mamykina:
An Intelligent Voice Assistant for Diabetes Self-Management: T2D2 - Taming Type 2 Diabetes, Together. - Scott P. Narus:
The Healthcare Services Platform Consortium (HSPC) SMART on FHIR Developer's Sandbox. - J. Marc Overhage, Titus K. Schleyer, Shaun J. Grannis, Allan Fong, Raj M. Ratwani:
Have you heard the one about the doctor who went into the exam room took care of the patient and walked out? - Justin Starren, Daniella Meeker, Kenneth D. Mandl, Guo-Qiang Zhang, Alyssa White, Raheel Sayeed, Daniel Gottlieb, Alex Wormuth, Welmoed Van Deen, Shiqiang Tao:
System Demonstration: Integration of Patient Reported Outcomes with Electronic Health Records - the EASI-PRO Project. - Marc Tobias, Evan W. Orenstein, Naveen Muthu:
Decision Support for Decision Support: A Novel System to Prioritize Improvement Efforts, Identify Safety Hazards, and Measure Improvement. - Zachary G. Wyner, Juliane S. Reynolds, Chayim Herzig-Marx, Shyam Deval, Adam Rauch, Jeffrey S. Brown, Predrag V. Klasnja, Sascha Dublin, David Martin:
A Generalizable Smartphone-Based Clinical Research Platform.
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