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AMIA 2019: Washington, DC, USA
- AMIA 2019, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 16-20, 2019. AMIA 2019
Panel - Didactic
- Julia Adler-Milstein, You Chen, Michelle R. Hribar, Jennifer R. Popovic, J. Marc Overhage:
Advancing Common Approaches to Working with EHR Log Data. - Shafa Al-Showk, Edwin A. Lomotan, Kristen E. Miller, Aaron Z. Hettinger, Jérémy Michel:
Quantifying Efficiencies Gained Through Shareable Clinical Decision Support Resources. - Yindalon Aphinyanaphongs, Jonathan K. Wilt, Corey J. Chivers, Mark P. Sendak:
Translating, Implementing, Deploying, and Evaluating Clinical Interventions Using Machine Learning Based Predictive Models: Illustrative Case Studies. - Simina M. Boca, David Hanauer, Ian Holmes, Despina Kontos, Juli D. Klemm:
The National Cancer Institute's Informatics Technology for Cancer Research Program: Building a Community of Practice in Cancer Informatics. - Aziz A. Boxwala, Janet Desroche, Blackford Middleton, Joshua E. Richardson, Julie A. Scherer:
Toward Patient-facing Clinical Decision Support: Critical Issues and Near-term Opportunities. - Thomas Carton, Maryan Zirkle, Elizabeth Shenkman, Abel N. Kho, Adrian Hernandez:
If You Build It, They Will Come: The National Patient-Centered Clinical Research Network (PCORnet): From Conception to Execution. - Kevin J. Chaney, Teresa Zayas-Cabán, Kenneth D. Mandl, Kristen E. Miller:
ONC's Leading Edge Acceleration Projects (LEAP) Advance an Application Programing Interface-based Ecosystem with Real World Use Cases for Population Health and Patient Care. - Derek Corrigan, Vasa Curcin, Jean-François Ethier, Allen J. Flynn, Davide Sottara:
Challenges of deploying Computable Biomedical Knowledge in real-world applications. - Erin L. Crowgey, Matthew K. Breitenstein, Theresa L. Walunas, Samuel L. Volchenboum:
Complexities of a patient-powered data era: BYO (bring your own) genomics and wearables. - Theresa Cullen, Maia Z. Laing, Carolyn Crowder, Paul G. Biondich, Howard Hays:
Modernizing Health IT in Indian Country: Promoting a Patient-Centric Community Health Model. - Vasa Curcin, Elizabeth Ford, Jyotishman Pathak, Goran Nenadic:
Using Social Media to Study Mental Health Conditions - Challenges and Opportunities. - Jim Daniel, David Lyalin, Denise Chrysler, Charlie Ishikawa:
The IZ Gateway: Reducing burden while improving IIS completeness nationwide. - George Demiris, Anne M. Turner, Sarah J. Iribarren, Katherine A. Sward:
Citizen Science: Using Informatics to Engage Vulnerable Populations in Scientific Research. - Christine Dymek, Thomas H. Payne, Genevieve B. Melton, Hardeep Singh:
Reducing Burden: Evidence-based Solutions for Improving Clinicians' EHR Experiences. - Floyd Eisenberg, Claude J. Nanjo, Juliet Rubini, Joseph M. Kunisch, Kathy A. Lesh:
QDM to QUICK - Mapping the Future. - Noémie Elhadad, Iñigo Urteaga, Alison Callahan, Jenna Reps, Patrick B. Ryan:
Learning Across a Healthcare Data Network to Improve Model Robustness and Evidence Reliability. - Stephanie Garcia, Robert R. Freimuth, David E. Jones, Robert P. Milius:
Sync for Genes: Integrating Genetic Information at the Point of Care. - Sharath Chandra Guntuku, Lauren Southwick, Ipsit Vahia, Ian Barnett, Stevie Chancellor:
Promise, challenges, and risks of digital data in mental health research and care. - Ellen M. Harper, Amy Garcia, John M. Welton, Lisa A. Moon:
Variability of Nursing Workforce Characteristics: Impact on Outcomes. - Chun-Ju Hsiao, Stephanie Garcia, Daniella Meeker, Joseph Blumenthal, Keith Marsolo:
Advancing the Collection and Integration of Patient-reported Outcome Data Implementation Architectures Using FHIR® Technical Specifications. - Stephen B. Johnson, Saif S. Khairat, Suzanne Austin Boren, Vishnu Mohan, Eva LaVerne Manos, William R. Hersh:
Educational Communities in the Academic Forum: Sharing Knowledge and Promoting Standards. - Bonnie Kaplan, Elizabeth J. Davidson, George Demiris, Richard Schreiber, Ari Ezra Waldman:
Rethinking Health Data Privacy. - Kensaku Kawamoto, Steven R. Lane, Christina Caraballo, Terrence A. O'Malley:
The Path Forward: Recommendations from the U.S. Health IT Advisory Committee on Interoperability Standards Priorities and the U.S. Core Data for Interoperability. - Kensaku Kawamoto, Bryn Rhodes, Nitu Kashyap, Cole Erdmann:
Lessons Learned Using Standards-Based Decision Support Frameworks in Commercial EHRs: Opioid Decision Support Case Study. - Martin S. Kohn, Umit Topaloglu, Metin N. Gurcan, Brian Wells, Ajay Dharod:
Developing Biomedical Informatics Capability to Support Learning Health System: Challenges and Potential Solutions. - Manish Kumar, Xenophon Santas, James M. Kariuki, Adele Waugaman, Patricia N. Mechael:
Maturity Models for Improving Health Information System and Digital Health Capacity in Low Resource Settings: Sharing and Discussing Implementation Experiences. - Tsung-Ting Kuo, Amar Das, Kim Augustine, Peng Dana Zhang, Lucila Ohno-Machado:
Current Applications of Blockchain Technology in Biomedical Research and Healthcare. - Maia Z. Laing, Theresa Cullen, Jennifer E. Shivers, Joseph Amlung, Sabrina Fonseca:
HCD and HIT Modernization: Engagement of End Users in Health IT Modernization through Human-Centered Design. - Funda Meric-Bernstam, Matthew J. Rioth, Assaf Halevy, Pete Stetson:
Decision Support for Genomically-Informed Cancer Therapy. - Robert S. Miller, Wendy S. Rubinstein, Andrew D. Norden, Shawn M. Sweeney, William S. Dalton:
Unlocking the potential of real-world evidence (RWE) in oncology - technology- and informatics-enabled solutions for clinical care, precision medicine, and discovery. - Karthik Natarajan, Robert J. Carroll, Thomas R. Campion Jr., Joan Grand, Shyam Visweswaran:
Curating EHR data in the All of Us Research Program. - Aaron B. Neinstein, Julia Adler-Milstein, William Morris, Elise Sweeney Anthony, Anil Sethi:
Real World Experiences with Patient-Facing APIs for Interoperability, Access, and Use of Electronic Health Data. - Eric G. Poon, Charles P. Friedman, Philip R. O. Payne, Michael J. Pencina, Kevin B. Johnson:
Informatics-Enabled Learning Health Systems: Strategies for Success from Four Academic Medical Centers. - Robert S. Rudin, Cynthia LeRouge, Danielle C. Lavallee, Madhu C. Reddy, Anuj K. Dalal:
Implementing e-PROs into Clinical Practice. - Anita Samarth, Kevin Chaney, Joshua C. Mandel, Spencer L. SooHoo:
Sync for Science™ - A Standards-Based Approach to Data Sharing by Patients for Clinical Care and Research. - Lisa Schilling, Robert A. Greenes, Brian S. Alper, Bryn Rhodes, Maria Michaels:
FHIRing up Evidence in CDS: Mobilizing Knowledge for Computable Guidelines in Patient Care. - Titus K. Schleyer, Frank F. Naeymi-Rad, Barbara Rapchak:
Going from Research Idea to Initial Public Offering (IPO): It Is Not as Hard as You Think. - Juliane Schneider, Kristi L. Holmes, Marc Ciriello, Griffin M. Weber, Diane Keogh:
Ten Years of CTSA Outputs and Moving Forward: How We Succeeded, What We Learned, and Moving Forward in the Open Science Environment. - Anne Smith, Lisa Anderson, Robert Samples, Viet Nguyen:
Enabling Interoperable Electronic Quality Measurement using HL7 FHIR®. - Jessica D. Tenenbaum, Ramakanth Kavuluru, Thomas H. McCoy, Özlem Uzuner, Sumithra Velupillai:
Clinical Text Mining in Mental Health. - Victoria Tiase, Robin Austin, Christie L. Martin, Ruth M. Masterson Creber, Spyros Kitsiou:
Harnessing Data from mHealth Apps: Opportunities and Challenges for Clinicians and Researchers. - Theresa L. Walunas, Abel N. Kho, Nikesh Kotecha, Nike Beaubier:
Informatics Architecture for the Future of Cancer Immunotherapy Research. - Qing T. Zeng, YiJun Shao, Cecilia Dao, Orna Intrator, Joseph L. Goulet:
Interpretability and Statistical Inferences of the Prediction of Clinical Outcomes Using Deep Neural Networks. - Yiye Zhang, Evan Sholle, Marianne Sharko, Yongkang Zhang, Jessica S. Ancker:
Informatics approaches to collecting, analyzing, and addressing social determinants of health in healthcare.
Panel - Interactive
- Suresh K. Bhavnani, Shyam Visweswaran, Erich Kummerfeld, Carlos Clark, Rebekah Penton:
Team-Centered Informatics: A Necessary Adaptation to Translational and Implementation Science? - Lesley Clack, Qing T. Zeng, Gretchen P. Jackson, William R. Hersh, April F. Mohanty:
Thriving in Your Biomedical Informatics Career While Balancing Work, Personal, and Family Life. - Yaa A. Kumah-Crystal, Liz Salmi, Chethan Sarabu, Jeffery Smith, Jeremy L. Warner:
Flipping Clinical Documentation on its Head. - Tiffany I. Leung, Marion J. Ball, Cynthia Brandt, Gretchen P. Jackson, Titus K. Schleyer:
The Nuts and Bolts of Sponsorship: Perspectives in Informatics. - Kenneth D. Mandl, Aashima Gupta, Joshua C. Mandel, Matt Obenhaus, Donald W. Rucker, Isaac Vetter:
Building the Health Apps Economy under 21st Century Cures: Interplay among EHRs, Third Party Apps, and the Cloud. - Jerome A. Osheroff, Craig Robbins, Brian S. Alper, David R. Little, Edwin A. Lomotan:
Results from a Multi-stakeholder Action Plan to Better Leverage Patient-centered Clinical Decision Support in Addressing the Opioid Misuse Crisis. - Neel A. Shimpi, Karmen S. Williams, Alexander V. Alekseyenko:
Actionable opportunities for improving knowledge at intersectionof dental and medical data. - Hardeep Singh, Ashley N. D. Meyer, Traber Davis Giardina, Divvy Upadhyay, Dean F. Sittig:
Creating a Learning Health System for Measurement of Diagnostic Safety: Emerging Implications for Health Information Technology.
Paper - Regular
- Meredith Abrams, Dongwen Wang:
Dissemination of Tuberculosis Clinical Evidence - An Application of Network Analysis to Publicly Available Resources. - Prakash Adekkanattu, Guoqian Jiang, Yuan Luo, Paul R. Kingsbury, Zhenxing Xu, Luke V. Rasmussen, Jennifer A. Pacheco, Richard C. Kiefer, Daniel J. Stone, Pascal S. Brandt, Liang Yao, Yizhen Zhong, Yu Deng, Fei Wang, Jessica S. Ancker, Thomas R. Campion Jr., Jyotishman Pathak:
Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study. - Elena Agapie, Logan Kendall, Sonali R. Mishra, Shefali Haldar, Maher Khelifi, Ari H. Pollack, Wanda Pratt:
Using Priorities of Hospitalized Patients and Their Caregivers to Develop Personas. - Vibha Anand, Bo Hu, Amit Anand:
Smartphone Monitoring of Mood Instability in Young Depressed Patients: A Latent-class Analyses. - Emilia Apostolova, Amit Uppal, Jessica Galarraga, Ioannis Koutroulis, Tim Tschampel, Tony Wang, Tom Velez:
Towards Reliable ARDS Clinical Decision Support: ARDS Patient Analytics with Free-text and Structured EMR Data. - Mehmet G. Bakal, Halil Kilicoglu, Ramakanth Kavuluru:
Non-Negative Matrix Factorization for Drug Repositioning: Experiments with the repoDB Dataset. - Sean M. Bloos, Candace D. McNaughton, Joseph R. Coco, Laurie L. Novak, Julie A. Adams, Robert E. Bodenheimer, Jesse M. Ehrenfeld, Jamison R. Heard, Richard A. Paris, Christopher L. Simpson, Deirdre M. Scully, Daniel Fabbri:
Feasibility Assessment of a Pre-Hospital Automated Sensing Clinical Documentation System. - Steven H. Brown, Loren Stevenson, Daniel Territo, Jonathan R. Nebeker, Michael J. Lincoln, John Kilbourne, Holly Miller:
One-Way and Round-Trip Analysis Demonstrates Surprising Limitations of Standards-Based Terminology Maps. - Brian T. Bucher, Jianlin Shi, Robert J. Pettit, Jeffrey P. Ferraro, Wendy W. Chapman, Adi V. Gundlapalli:
Determination of Marital Status of Patients from Structured and Unstructured Electronic Healthcare Data. - Yan Cheng, April F. Mohanty, Omolola Ogunyemi, Catherine Arnott-Smith, Gondy Leroy, Qing T. Zeng:
2018 Salary Survey of AMIA Members: Factors Associated with Higher Salaries. - Calvin Chiew, Han Wang, Marcus Eng Hock Ong, Ting Hway Wong, Zhixiong Koh, Nan Liu, Mengling Feng:
Serial Heart Rate Variability Measures for Risk Prediction of Septic Patients in the Emergency Department. - Eun Kyoung Choe, Yumiko Sakamoto, Yanis Fatmi, Bongshin Lee, Christophe Hurter, Ashkan Haghshenas, Pourang Irani:
Persuasive Data Videos: Investigating Persuasive Self-Tracking Feedback with Augmented Data Videos. - Yong Kyung Choi, Javier E. Lopez, Daniella Meeker, Lucila Ohno-Machado, Katherine K. Kim:
Engaging heart failure patients from a clinical data research network: A survey on willingness to participate in different types of research. - Olivia Choudhury, Yoonyoung Park, Theodoros Salonidis, Aris Gkoulalas-Divanis, Issa Sylla, Amar Das:
Predicting Adverse Drug Reactions on Distributed Health Data using Federated Learning. - Sarah Collins Rossetti, Christopher Knaplund, David J. Albers, Abdul A. Tariq, Kui Tang, David K. Vawdrey, Natalie Yip, Patricia C. Dykes, Jeffrey G. Klann, Min-Jeoung Kang, Jose P. Garcia, Li-heng Fu, Kumiko O. Schnock, Kenrick Cato:
Leveraging Clinical Expertise as a Feature - not an Outcome - of Predictive Models: Evaluation of an Early Warning System Use Case. - Sky M. Corby, Jeffrey Allen Gold, Vishnu Mohan, Nicholas Solberg, James Becton, Robby Bergstrom, Benjamin Orwoll, Christopher Hoekstra, Joan S. Ash:
A Sociotechnical Multiple Perspectives Approach to the Use of Medical Scribes: A Deeper Dive into the Scribe-Provider Interaction. - Zhicheng Cui, Bradley A. Fritz, Christopher Ryan King, Michael Avidan, Yixin Chen:
A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room. - Nathan C. Dean, Caroline G. Vines, Jenna Rubin, Dave Collingridge, Mark Mankivsky, Raj Srivastava, Barbara Jones, Kathryn Gibb Kuttler, Missy Walker, Brandon J. Webb, Nathan Jenson, Todd L. Allen, Peter J. Haug:
Implementation of Real-Time Electronic Clinical Decision Support for Emergency Department Patients with Pneumonia Across a Healthcare System. - Paul R. Dexter, Henry H. Ong, Amanda Elsey, Gillian Bell, Nephi Walton, Wendy K. Chung, Luke V. Rasmussen, J. Kevin Hicks, Aniwaa Owusu-obeng, Stuart A. Scott, Stephen B. Ellis, Josh F. Peterson:
Development of a Genomic Data Flow Framework: Results of a Survey Administered to NIH-NHGRI IGNITE and eMERGE Consortia Participants. - Avantika R. Diwadkar, Mengyuan Kan, Blanca E. Himes:
Facilitating Analysis of Publicly Available ChIP-Seq Data for Integrative Studies. - Xiao Dong, David Randolph, Subhash Kumar Kolar Rajanna:
Enabling Privacy Preserving Record Linkage Systems Using Asymmetric Key Cryptography. - Xinyu Dong, Sina Rashidian, Yu Wang, Janos G. Hajagos, Xia Zhao, Richard N. Rosenthal, Jun Kong, Mary M. Saltz, Joel H. Saltz, Fusheng Wang:
Machine Learning Based Opioid Overdose Prediction Using Electronic Health Records. - Daniel J. Feller, Jason Zucker, Oliver J. Bear Don't Walk IV, Michael T. Yin, Peter Gordon, Noemie Elhadad:
Longitudinal analysis of social and behavioral determinants of health in the EHR: exploring the impact of patient trajectories and documentation practices. - Nathanael Fillmore, Sergey Goryachev, Jeremy C. Weiss:
Hypersphere clustering to characterize healthcare providers using prescriptions and procedures from Medicare claims data. - Rosie Fleming, Daniel Gartner, Rema Padman, Dafydd James:
An Analytical Approach for Improving Patient-centric Delivery of Dialysis Services. - Allen J. Flynn, Greg Farris, George Meng, Jack Allan, Sara Kurosu, Natalie Lampa, Koki Sasagawa:
Engaging Pharmacists to Crowdsource a Fine-grained Medication Risk Scale: An Initial Measurement Study Using Paired Comparisons of Medications. - Kin Wah Fung, Julia Xu, Sigfried Gold:
The Use of Inter-terminology Maps for the Creation and Maintenance of Value Sets. - Grace Gao, Madeleine J. Kerr, Sarah Beman, Candice Bruhjell, Joyce Rudenick, Onkar Singh, Mehrdad Rafiei, Karen A. Monsen:
Disseminating Strengths-Oriented Best Practices in Diabetes Care Utilizing a Standardized Language within a Global Community. - Luciano Garcia-Giordano, Sergio Paraiso-Medina, Raúl Alonso-Calvo, Francisco Javier Fernández-Martínez, Victor Maojo:
genoDraw: A Web Tool for Developing Pedigree Diagrams Using the Standardized Human Pedigree Nomenclature Integrated with Biomedical Vocabularies. - Travis R. Goodwin, Dina Demner-Fushman:
Deep Learning from Incomplete Data: Detecting Imminent Risk of Hospital-acquired Pneumonia in ICU Patients. - Nathan C. Hulse, Jaehoon Lee, Jose Benuzillo:
Exploring Different Approaches in Measuring EHR-based Adherence to Best Practice - A Case Study with Order Sets and Associated Outcomes. - Bradley E. Iott, Celeste Campos-Castillo, Denise L. Anthony:
Trust and Privacy: How Patient Trust in Providers is Related to Privacy Behaviors and Attitudes. - Maia L. Jacobs, Janice Hopkins, Matthew Mumber, Elizabeth D. Mynatt:
Usability Evaluation of an Adaptive Information Recommendation System for Breast Cancer Patients. - Steven G. Johnson, Lisiane Pruinelli, Bonnie L. Westra:
Machine Learned Mapping of Local EHR Flowsheet Data to Standard Information Models using Topic Model Filtering. - Audrey L. Jones, Warren E. Pettey, Marjorie E. Carter, Emily Brignone, Andrew M. Redd, Ying Suo, Guy Divita, Rebecca K. Blais, Jamison D. Fargo, Adi V. Gundlapalli:
Regional Variations in Documentation of Sexual Trauma Concepts in Electronic Medical Records in the United States Veterans Health Administration. - David Kauchak, Gondy Leroy, Menglu Pei, Sonia Colina:
Predicting Transition Words Between Sentences for English and Spanish Medical Text. - Timothy I. Kennell, James J. Cimino:
A Potential Answer to the Alert Override Riddle: Using Patient Attributes to Predict False Positive Alerts. - Yejin Kim, Xiaoqian Jiang, Luyao Chen, Xiaojin Li, Licong Cui:
Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization. - Rafal D. Kocielnik, Elena Agapie, Alexander Argyle, Dennis T. Hsieh, Kabir Yadav, Breena Taira, Gary Hsieh:
HarborBot: A Chatbot for Social Needs Screening. - Polina V. Kukhareva, Phillip B. Warner, Salvador Rodriguez-Loya, Heidi Kramer, Charlene R. Weir, Claude J. Nanjo, David E. Shields, Kensaku Kawamoto:
Balancing Functionality versus Portability for SMART on FHIR Applications: Case Study for a Neonatal Bilirubin Management Application. - William G. La Cava, Christopher R. Bauer, Jason H. Moore, Sarah A. Pendergrass:
Interpretation of machine learning predictions for patient outcomes in electronic health records. - Qike Li, Samir Rachid Zaim, Dillon Aberasturi, Joanne Berghout, Haiquan Li, Francesca Vitali, Colleen Kenost, Hao Helen Zhang, Yves A. Lussier:
Interpretation of 'Omics dynamics in a single subject using local estimates of dispersion between two transcriptomes. - Dianbo Liu, Ricky Sahu, Vlad Ignatov, Daniel Gottlieb, Kenneth D. Mandl:
High Performance Computing on Flat FHIR Files Created with the New SMART/HL7 Bulk Data Access Standard. - Luchen Liu, Haoran Li, Zhiting Hu, Haoran Shi, Zichang Wang, Jian Tang, Ming Zhang:
Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction. - Yongtai Liu, Chao Yan, Zhijun Yin, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Bradley A. Malin:
Biomedical Research Cohort Membership Disclosure on Social Media. - Marcelo A. Lopetegui, Po-Yin Yen, Philip R. O. Payne, Peter J. Embí:
Foundations for Studying Clinical Workflow: Development of a Composite Inter-Observer Reliability Assessment for Workflow Time Studies. - Ramón Maldonado, Sanda M. Harabagiu:
Bootstrapping Adversarial Learning of Biomedical Ontology Alignments. - Laura H. Marcial, Barry H. Blumenfeld, Christopher A. Harle, Xia Jing, Michelle S. Keller, Victor C. Lee, Zhen Lin, Anna Dover, Amanda Midboe, Shafa Al-Showk, Victoria Bradley, James K. Breen, Michael Fadden, Edwin A. Lomotan, Luis Marco-Ruiz, Reem Mohamed, Patrick J. O'Connor, Douglas Rosendale, Harry Solomon, Kensaku Kawamoto:
Barriers, Facilitators, and Potential Solutions to Advancing Interoperable Clinical Decision Support: Multi-Stakeholder Consensus Recommendations for the Opioid Use Case. - Craig S. Mayer, Nick Williams, Sigfried Gold, Kin Wah Fung, Vojtech Huser:
Sharing of Individual Participant Data from Clinical Trials: General Comparison and HIV Use Case. - Allison B. McCoy, Dean F. Sittig, Jimmy Lin, Adam Wright:
Identification and Ranking of Biomedical Informatics Researcher Citation Statistics through a Google Scholar Scraper. - Alejandro Metke-Jimenez, Michael Lawley, David P. Hansen:
FHIR OWL: Transforming OWL ontologies into FHIR terminology resources. - Jesús Moreno-Conde, Carlos Luis Parra Calderón, Samuel Sala-Fernández, Alberto Moreno-Conde:
ITCBio, a Clinical and Translational Research Integrated Platform EHR-based. - Martin J. O'Connor, Denise B. Warzel, Marcos Martínez Romero, Josef Hardi, Debra Willrett, Aras Efekhari, John Graybeal, Mark A. Musen:
Unleashing the value of Common Data Elements through the CEDAR Workbench. - Matthew A. Oberhardt, Alexander Friedman, Rimma Perotte, Jean-Ju Sheen, Alan Kessler, David K. Vawdrey, Robert A. Green, Mary D'Alton, Dena Goffman:
A principled framework for phenotyping postpartum hemorrhage across multiple levels of severity. - Enea Parimbelli, Szymon Wilk, Dympna O'Sullivan, Stephen P. Kingwell, Wojtek Michalowski, Martin Michalowski:
How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores? - Kalyan S. Pasupathy, Linsey M. Steege, Chris C. Cho:
Technology Implementation and Associated Pharmacy Interruptions. - Jake Portanova, Nathan Murray, Justin Mower, Devika Subramanian, Trevor A. Cohen:
aer2vec: Distributed Representations of Adverse Event Reporting System Data as a Means to Identify Drug/Side-Effect Associations. - Alastair R. Rae, Max E. Savery, James G. Mork, Dina Demner-Fushman:
A High Recall Classifier for Selecting Articles for MEDLINE Indexing. - Rebecca Randell, Natasha Alvarado, Lynn McVey, Roy A. Ruddle, Patrick Doherty, Chris Gale, Mamas Mamas, Dawn Dowding:
Requirements for a quality dashboard: Lessons from National Clinical Audits. - Pavani Rangachari, Kevin C. Dellsperger, R. Karl Rethemeyer:
A Health System's Pilot Experience with Using Mobile Social Knowledge Networking (SKN) Technology to Enable Meaningful Use of EHR Medication Reconciliation Technology. - Luke V. Rasmussen, Pascal S. Brandt, Guoqian Jiang, Richard C. Kiefer, Jennifer A. Pacheco, Prakash Adekkanattu, Jessica S. Ancker, Fei Wang, Zhenxing Xu, Jyotishman Pathak, Yuan Luo:
Considerations for Improving the Portability of Electronic Health Record-Based Phenotype Algorithms. - Tera L. Reynolds, Brian J. Clay, Scott Rudkin, Sara Beckham, Danielle Perret, Joshua Glandorf, Pat Patton, Chris Longhurst, Kai Zheng:
Migrating from One Comprehensive Commercial EHR to Another: Perceptions of Front-line Clinicians and Staff. - Grayson Ruhl, James Hazel, Ellen Wright Clayton, Bradley A. Malin:
Public Attitudes Toward Direct to Consumer Genetic Testing. - Daniel R. Schlegel, Kate Gordon, Carmelo Gaudioso, Mor Peleg:
Clinical Tractor: A Framework for Automatic Natural Language Understanding of Clinical Practice Guidelines. - Jianlin Shi, Siru Liu, Liese C. Pruitt, Carolyn Luppens, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher:
Using Natural Language Processing to improve EHR Structured Data-based Surgical Site Infection Surveillance. - Srikanth Sivashankaran, John P. Borsi, Amanda Yoho:
Have ICD-10 Coding Practices Changed Since 2015? - Catherine A. Smith, Ryan J. Coller, Shannon M. Dean, Daniel Sklansky, Peter Hoonakker, Windy Smith, Anne S. Thurber, Brad Ehlenfeldt, Michelle M. Kelly:
Parent Perspectives on Pediatric Inpatient OpenNotes. - Sudhir Sornapudi, Gregory T. Brown, Zhiyun Xue, L. Rodney Long, Lisa Allen, Sameer K. Antani:
Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images. - Lina M. Sulieman, Zhijun Yin, Bradley A. Malin:
Why Patient Portal Messages Indicate Risk of Readmission for Patients with Ischemic Heart Disease. - Xingzhi Sun, Wei Zhao, Lei Zuo, Alexandra Dumitriu, Chuang-Chung Lee, Nan Cui, Xiyang Liao, Tingting Zhao, Xuehan Jiang, Zhuoyang Xu, Gang Hu, Guotong Xie, Hong Wu, Yahua Huang:
Integrating Clinical Knowledge and Real-World Evidence for Type 2 Diabetes Treatment. - Azade Tabaie, Shamim Nemati, Jason Allen, Charlotte Chung, Flavia Queiroga, Won-Jun Kuk, Adam Prater:
Assessing Contribution of Higher Order Clinical Risk Factors to Prediction of Outcome in Aneurysmal Subarachnoid Hemorrhage Patients. - Buzhou Tang, Dehuan Jiang, Qingcai Chen, Xiaolong Wang, Jun Yan, Ying Shen:
De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models. - James E. Tcheng, Joseph P. Drozda Jr., Davera Gabriel, Anne Heath, Rebecca Wilgus, Mary Williams, Thomas Windle, John R. Windle:
Achieving Data Liquidity: Lessons Learned from Analysis of 38 Clinical Registries (The Duke-Pew Data Interoperability Project). - Long H. Vu, Sarah Kefayati, Tsuyoshi Idé, Venkata N. Pavuluri, Gretchen P. Jackson, Lisa Latts, Yuxiang Zhong, Pratik Agrawal, Yuan-Chi Chang:
Predicting Nocturnal Hypoglycemia from Continuous Glucose Monitoring Data with Extended Prediction Horizon. - Dammika L. Walpitage, Amy Garcia, Ellen M. Harper, Neena Sharma, Lemuel R. Waitman:
Using Electronic Health Record Activity to Represent Interdisciplinary Care Teams and Examining their Contribution to Hospital Length of Stay. - Liwei Wang, Jason A. Wampfler, Angela Dispenzieri, Hua Xu, Ping Yang, Hongfang Liu:
Achievability to Extract Specific Date Information for Cancer Research. - Nicole Gray Weiskopf, Aaron M. Cohen, Joely Hannan, Thad Jarmon, David A. Dorr:
Towards augmenting structured EHR data: a comparison of manual chart review and patient self-report. - Kristen Wing, Omar Bouhaddou, Nelson Hsing, Carolyn L. Turvey, Dawn M. Klein, Joseph R. Nelson, Margaret Donahue:
Motivation and Barriers to Using the Veterans Health Information Exchange: A Survey of Veterans Affairs 'Superusers'. - Julia Wynn, Wei Wei, Xinhang Li, Yat So, Suzanne R. Bakken, Chunhua Weng, Wendy K. Chung:
User engagement with web-based genomics education videos and implications for designing scalable patient education materials. - Xi Yang, Yan Gong, Nida Waheed, Keith March, Jiang Bian, William R. Hogan, Yonghui Wu:
Identifying Cancer Patients at Risk for Heart Failure Using Machine Learning Methods. - Tahsin T. Yavuz, Jan Claassen, Samantha Kleinberg:
Lagged Correlations among Physiological Variables as Indicators of Consciousness in Stroke Patients. - Po-Yin Yen, Nicole Pearl, Cierra Jethro, Emily Cooney, Brittany McNeil, Ling Chen, Marcelo A. Lopetegui, Thomas Maddox, Marilyn Schallom:
Nurses' Stress Associated with Nursing Activities and Electronic Health Records: Data Triangulation from Continuous Stress Monitoring, Perceived Workload, and a Time Motion Study. - Zhijun Yin, Jeremy L. Warner, Qingxia Chen, Bradley A. Malin:
Patient Messaging Content Associated with Initiating Hormonal Therapy after a Breast Cancer Diagnosis. - Ling Zheng, Hao Liu, Yehoshua Perl, James Geller:
Training Convolutional Neural Network with Terminology Summarization Data Improves SNOMED CT Enrichment.
Paper - Student
- Rashmie Abeysinghe, Michael A. Brooks, Licong Cui:
Leveraging Non-lattice Subgraphs to Audit Hierarchical Relations in NCI Thesaurus. - Hannah A. Burkhardt, Devika Subramanian, Justin Mower, Trevor A. Cohen:
Predicting Adverse Drug-Drug Interactions with Neural Embedding of Semantic Predications. - Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny:
Comparison of Prediction Model Performance Updating Protocols: Using a Data-Driven Testing Procedure to Guide Updating. - Tiffany Ding, Elizabeth S. Chen:
Mining Drugs and Indications for Suicide-Related Adverse Events. - Connor Drake, Meagan Cannady, Christopher M. Shea, Kathryn Howley, Ralph Snyderman:
An evaluation of mHealth adoption and health self-management in emerging adulthood. - Yuanyuan Feng, Jatin Chhikara, Jordan A. Ramsey, Helena M. Mentis:
Perceived Usefulness and Acceptance of Communication Support System in Laparoscopic Surgery. - Ashley C. Griffin, Arlene E. Chung:
Health Tracking and Information Sharing in the Patient-Centered Era: A Health Information National Trends Survey (HINTS) Study. - Hong Guan, Murthy V. Devarakonda:
Leveraging Contextual Information in Extracting Long Distance Relations from Clinical Notes. - Nil Z. Gurel, Asim Hossain Gazi, Kristine L. Scott, Matthew T. Wittbrodt, Amit J. Shah, Viola Vaccarino, J. Douglas Bremner, Omer T. Inan:
Timing Considerations for Noninvasive Vagal Nerve Stimulation in Clinical Studies. - Xinting Hong, Chang Liu, Hasina Momotaz, Kristin Cassidy, Martha Sajatovic, Satya S. Sahoo:
Enhancing Multi-Center Patient Cohort Studies in the Managing Epilepsy Well (MEW) Network: Integrated Data Integration and Statistical Analysis. - Md Mahbub Hossain, Y. Alicia Hong:
Trends and characteristics of protected health information breaches in the United States. - Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini:
Health Cards to Assist Decision Making in Consumer Health Search. - Qian Li, Zhe He, Yi Guo, Hansi Zhang, Thomas J. George, William R. Hogan, Neil Charness, Jiang Bian:
Assessing the Validity of a a priori Patient-Trial Generalizability Score using Real-world Data from a Large Clinical Data Research Network: A Colorectal Cancer Clinical Trial Case Study. - Xiaojin Li, Yan Huang, Shiqiang Tao, Licong Cui, Samden D. Lhatoo, Guo-Qiang Zhang:
SeizureBank: A Repository of Analysis-ready Seizure Signal Data. - Wei-Chun Lin, Isaac H. Goldstein, Michelle R. Hribar, David S. Sanders, Michael F. Chiang:
Predicting Wait Times in Pediatric Ophthalmology Outpatient Clinic Using Machine Learning. - Hao Liu, Yehoshua Perl, James Geller:
Transfer Learning from BERT to Support Insertion of New Concepts into SNOMED CT. - Songzi Liu, Barbara Edson, Robert Gianforcaro, Saif S. Khairat:
Multivariate Analysis of Physicians' Practicing Behaviors in an Urgent Care Telemedicine Intervention. - Scott P. McGrath:
Improving the odds of success for precision medicine using the social ecological model. - Jonathan Mpango, Josephine Nabukenya:
A Qualitative Study to Examine Approaches used to Manage Data about Health Facilities and their Challenges: A Case of Uganda. - Vaishak Ramesh Vellore, Adela Grando, Benjamin J. Duncan, David R. Kaufman, Stephanie K. Furniss, Bradley N. Doebbeling, Karl A. Poterack, Tim Miksch, Richard Helmers:
Process Mining and Ethnography Study of Medication Reconciliation Tasks. - Dawn Sakaguchi-Tang, Anne M. Turner, Jean O. Taylor, Julie A. Kientz:
Connected Personas: Translating the Complexity of Older Adult Personal Health Information Management for Designers of Health Information Technologies. - Jessica M. Schwartz, Jonathan Elias, Cody Slater, Kenrick Cato, Sarah Collins Rossetti:
An Interprofessional Approach to Workflow Evaluation Focused on the Electronic Health Record Using Time Motion Study Methods. - Azin Semsar, Hannah McGowan, Yuanyuan Feng, Hamid Reza Zahiri, Ivan M. George, Timothy Turner, Adrian Park, Helena M. Mentis, Andrea Kleinsmith:
Effects of a Virtual Pointer on Trainees' Cognitive Load and Communication Efficiency in Surgical Training. - Sarvesh Soni, Meghana Gudala, Daisy Zhe Wang, Kirk Roberts:
Using FHIR to Construct a Corpus of Clinical Questions Annotated with Logical Forms and Answers. - Anton H. van der Vegt, Guido Zuccon, Bevan Koopman:
Learning Inter-Sentence, Disorder-Centric, Biomedical Relationships from Medical Literature. - Michael T. Watkins, Shawn Rynearson, Alex Henrie, Karen Eilbeck:
Implementing the VMC specification to reduce ambiguity in genomic variant representation. - Qiang Wei, Zongcheng Ji, Yuqi Si, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Stephen Wu, Cui Tao, Kirk Roberts, Hua Xu:
Relation Extraction from Clinical Narratives Using Pre-trained Language Models. - Alec Xiang, Fei Wang:
Towards Interpretable Skin Lesion Classification with Deep Learning Models. - Sherrie Xie, Rebecca A. Hubbard, Blanca E. Himes:
Analysis of Spatial Trends in Smoking Status Among Patients with Obstructive Airway Diseases Highlight Potential for Targeted Interventions. - Hongru Yu, Haiyang Sun, Danyi Wu, Tsung-Ting Kuo:
Comparison of Smart Contract Blockchains for Healthcare Applications. - Yan Zhuang, Lincoln Sheets, Zonyin Shae, Yin-Wu Chen, Jeffrey J. P. Tsai, Chi-Ren Shyu:
Applying Blockchain Technology to Enhance Clinical Trial Recruitment.
Podium Abstract
- Terrence J. Adam:
The Evaluation of Clinical Classifications Software Using the National Inpatient Sample Database. - Julia Adler-Milstein, Michael D. Wang:
The Impact of Transitioning from Availability of Outside Records within EHR to Integration of Local and Outside Records within EHR. - Marliese Alexander, Benjamin Solomon, David Ball, Mimi Sheerin, Irene Dankwa-Mullan, Gretchen Purcell Jackson, Dishan M. Herath:
An Evaluation of an Artificial Intelligence Clinical Trial Matching System in Australian Lung Cancer Patients. - Hadi Amiri, Andrew Beam, Isaac S. Kohane:
Learning to Estimate Nutrition Facts from Food Descriptions. - Adam L. Asare, Smita Asare, Amrita Basu, Sue Dubman, Mitra Rocca, Aheli Chattopadhyay, Jessica Hong, Lisa Weiss, Ruby Singhrao, Amy Wilson, Garry Peterson, Devon McCabe, Jeff Matthews, Cal Collins, Karyn DiGiorgio, Bev Parker, Susie Brain, Diane Heditsian, Laura J. Esserman, Michelle Melisko:
Bridging Research and Clinical Care: Real-Time ePRO Adverse Event Real-Time Reporting in a Phase II Breast Cancer Study. - Amelia J. Averitt, Benjamin H. Slovis, Abdul A. Tariq, David K. Vawdrey, Adler J. Perotte:
Characterizing the Urban Opioid Epidemic Using EHR Data. - Imon Banerjee, Miji Sofela, Timothy Amrhein, Daniel L. Rubin, Roham Zamanian, Matthew P. Lungren:
Prediction of Imaging Outcomes from Electronic Health Records: Pulmonary Embolism Case-Study. - Natalie C. Benda, Erika L. Abramson, Lala Tanmoy Das, Katherine Blackburn, Amy Thoman, Rainu Kaushal, Jessica S. Ancker:
Implementing Predictive Analytic Models in Diverse Healthcare Systems: A Qualitative Study with Operational, Informatics, and Front-line Personnel. - Timothy Bergquist, Vikas Pejaver, Noah Hammarlund, Sean D. Mooney, Stephen J. Mooney:
Detecting Seasonal, Holiday, and Rare Events from Trauma Data in the Electronic Health Record. - Elmer V. Bernstam, Jeremy L. Warner, John C. Krauss, Edward P. Ambinder, Wendy S. Rubinstein, George Komatsoulis, Robert S. Miller, James L. Chen:
Continuum of Interoperability in Oncology EHR Implementations. - Anand Bery, Hadi Kharrazi:
The Potential Value of Electronic Health Records in Capturing Geriatric Frailty Variables. - Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado:
Protecting Patient Privacy in Survival Analyses. - David Chartash, Hyung M. Paek, Bill K. Ross, Dziura James, Nogee Daniel, Eric Boccio, Cory Hines, Aaron M. Schott, Molly M. Jeffery, Mehul D. Patel, Timothy F. Platts-Mills, Osama M. Ahmed, Cynthia Brandt, Katherine C. Couturier, Edward R. Melnick:
A Pragmatic Multi-system Opioid Use Disorder Computable Phenotype for the Emergency Department. - Sara Kuppin Chokshi, Ji Chen, Roshini Hegde, Eduardo Iturrate, Yindalon Aphinyanaphongs, Javier Gonzalez, Devin M. Mann:
The Process of Developing, Validating and Operationalizing a Personalized Machine Learning Algorithm for Clinical Decision Support: A Case Study. - Arlene E. Chung, Kimberly Glass, Jacob Leisey-Bartsch, Lucas Mentch, Nils Gehlenborg, David Gotz:
Precision VISSTA: Bring-Your-Own-Device (BYOD) mHealth Data for Precision Health. - Tim Coleman, Lucas Mentch, Kimberly Glass, David Gotz, Nils Gehlenborg, Arlene E. Chung:
Precision VISSTA: Machine Learning Prediction and Inference for Bring-Your-Own-Device (BYOD) mHealth Data. - Robert M. Cronin, Sarah Feng, Brandy Mapes, Roxana Loperena-Cortes, Regina Andrade, David Schlundt, Ken A. Wallston, Mick P. Couper, Scott Sutherland, Cindy Chen, Joshua C. Denny:
Quality Analysis of the All of Us Research Program Health Surveys. - Anuj K. Dalal, Kumiko O. Schnock, Nicholas R. Piniella, Kerrin Bersani, Pamela M. Garabedian, Kevin Carr, Ronen Rozenblum, Stuart R. Lipsitz, Jacqueline A. Griffin, Jeffrey L. Schnipper, David W. Bates:
Addressing Diagnostic Errors Proactively using Electronic Events to Mitigate Harm during Inpatient Episodes of Care. - Surabhi Datta, Elmer V. Bernstam, Kirk Roberts:
A frame semantic overview of NLP-based information extraction for cancer-related EHR notes: a scoping review. - Joseph J. DeFerio, Annie C. Myers, John M. Meddar, Judith Cukor, Jyotishman Pathak:
Collecting Individual-Level Social Determinants of Health to Inform Patient-Centered Outcomes Research in Mental Health. - Gregory-Paul Dexter, Shaun J. Grannis, Suranga Nath Kasthurirathne:
Comparison of Free-Text Synthetic Data Produced by Three Generative Adversarial Networks for Collaborative Health Data Analytics. - Brian E. Dixon, Timothy D. McFarlane, Shaun J. Grannis, P. Joseph Gibson:
Local and State Public Health Informatics Workforce Skills and Needs: A Descriptive Analysis using the PH WINS. - Dmitriy Dligach, Majid Afshar, Timothy A. Miller:
Towards a Universal Document-Level Clinical Text Encoder: Methods for Neural Network Pre-training with Applications to Substance Misuse. - Robert El-Kareh, Aaron Kemp, Samantha Hurst:
Development of an Automated Provider-Specific "Learning List" within a Commercial Electronic Health Record. - Hossein Estiri, Thomas H. McCoy, Shawn N. Murphy:
EHR Sequencing: A Novel Approach for Constructing Predictive and Interpretable Data Representations from EHR Data. - Jordan Everson, Evan Butler, Nicole Senft:
Growing Disparities in Use of Policy-Supported eHealth Tools. - Jungwei Fan:
Tuning and Evaluating a State-of-the-Art Machine Comprehension Model for Clinical Why-Question Answering. - Sue S. Feldman, Suzanne A. Boren, David Moxley, Courtney Garza, Eta S. Berner:
Tracking AMIA Health Informatics Educational Domains: Lessons Learned from a Pilot Test. - Elizabeth Ford, Johannes Starlinger:
Towards machine-learning informed early detection of dementia in UK primary care. - Morgan Foreman, Yoonyoung Park, Jeff L. Sokolov, Sarah Miller, Paul C. Tang, Amar K. Das:
Analysis of Cognitive Workflows in Primary Care Chart Review. - Thomas Ganslandt, Jannik Schaaf, Josef Schepers, Holger Storf, Felix Balzer, Silke Haferkamp, Robert Lodahl, Fabian Prasser, Ulrich Sax, Holger Stenzhorn, Hans-Ulrich Prokosch, Martin Boeker:
Experiences from the National Demonstrator Study within the German Medical Informatics Initiative. - Esteban Gershanik:
An Effort to A.C.T. (Accuracy, Comprehensiveness, and Timeliness) on Opioid Prescription Data. - Rachel Gold, Amber Haley, Lisa A. Cooper, Laura M. Gottlieb:
The Role of Informatics in Social Needs Care Integration: Selected Results from a National Academies of Sciences, Engineering, and Medicine Committee Report. - Lisa V. Grossman, Ruth M. Masterson Creber, Natalie C. Benda, Drew Wright, David K. Vawdrey, Jessica S. Ancker:
Interventions to Increase Patient Portal Use in Vulnerable Populations: A Systematic Review. - Jenice Guzman, Benjamin Viernes, Martin Lee, Melissa Farmer, Bonnie J. Wakefield, Maria Yefimova, Theodore Hahn:
Relationship between adherence to daily home telehealth use and health services use in Veterans with heart failure. - Shefali Haldar, Yoojung Kim, Ari H. Pollack, Wanda Pratt:
Design and Use of an Inpatient Peer Support Technology Probe. - Bashir Hamidi, Leslie A. Lenert, Alexander V. Alekseyenko:
Simulation Study of Just-in-Time Specimen Recruitment from University-Wide e-Phenotypes of Interest. - Christopher A. Harle, Elizabeth H. Golembiewski, Kiarash P. Rahmanian, Babette A. Brumback, Janice L. Krieger, Kenneth W. Goodman, Arch G. Mainous III, Ray E. Moseley:
Effects of an Interactive Trust-enhanced Electronic Consent on Patient Experiences with Consenting to Share their Health Records for Research. - Yuqi He:
Is Online Portal Training Effective for Older Adults? An Experimental Study to Evaluate the Impact of Providing Patient Portal Multimedia Instructional Materials on Older Adults' Performance in Using Portals. - Qoua L. Her, Yuji Samizo, Thomas Kent, Aleksandra B. Slavkovic, Mia Gallagher, Darren Toh:
Redesigning PopMedNetTM for distributed regression analysis with vertically partitioned data. - A Jay Holmgren, Zoe Co, Lisa P. Newmark, Melissa Danforth, David C. Classen, David W. Bates:
Building Safer EHRs: Hospital Medication Order Safety Performance. - Daniel Hood, Shaun J. Grannis, Peter J. Embí, Josh Martin, Darshan Shah, John Roach, Katie Allen:
An information infrastructure for federated, person-level linkage and query capability across private- and public-sector health data: The Indiana state EMS to HIE ED pilot project. - Xiaoqian Jiang, Luca Bonomi, Lucila Ohno-Machado:
VERTICOX: Vertically Distributed Cox Proportional Hazards Model. - Vijan Joshi, John Schrom, Kyle Munkittrick, Carlo Stearns, Svetlana Ivanova, David Hoang, Lenard I. Lesser, Tamer Fakhouri, Andrew Diamond:
Design and Implementation of an Electronic Survey for Follow-Up of Acute Conditions in Primary Care. - Hong Kang, Yang Gong:
Creating a Database for Health IT Event Reports by Using a Hybrid Deep Learning Model. - Nitu Kashyap, Allen Hsiao:
Less Time Typing, More Time Caring: Using Informatics to Mitigate Physician Burnout. - Jeffrey G. Klann, Nich Wattanasin, Michael Mendis, Matthew A. Joss, Hossein Estiri, Kavishwar B. Wagholikar, Shawn N. Murphy:
Ontologies Enabling Computable Tables. - Jejo D. Koola, Veeral Ajmera, Job Godino, Lauren L'Heureux, Amanda Gooding, Marc Norman, Faraz Hussain, Alex D. Leow:
Identifying Early Hepatic Encephalopathy Through Digital Phenotyping. - Rita Kukafka, Margaret Sin, Thomas B. Silverman, Katherine Crew:
Expanding the Precision Medicine Landscape: How to Prepare Providers Who Serve Underserved Minority Patients. - Fabricio Sampaio Peres Kury, Li-heng Fu, Chi Yuan, Ida Sim, Simona Carini, Chunhua Weng:
Hidden Gaps in Using Common Data Models to Achieve Interoperability Between Electronic Phenotypes and Clinical Data. - James R. Langabeer II, Kimberly Chambers, Andrea J. Yatsco, Tiffany Champagne-Langabeer:
Piloting Telemedicine for Emergency Treatment of Opioid Use Disorder. - Cynthia LeRouge, George Sayre, Bianca Frogner, Paulo Gomes, Lisa Rubinstein, Savitha Sangameswaran:
A Model for Building an Analytics Based Decision Making Culture to Support Learning Healthcare Organizations. - Ashley Li, Hadi Kharrazi:
Measuring the Quality of Demographic Data Captured in Maryland's Hospital and Emergency Department Discharges. - Ron C. Li, Imon Banerjee, Daniel L. Rubin, Jonathan H. Chen:
Detecting unanticipated actions downstream from clinical decision support: a data mining approach. - Lei Liu, P. J. Van Camp, C. Monifa Mahdi, Stephen Andrew Spooner, Danny T. Y. Wu, Yizhao Ni:
Development and Evaluation of a Machine Learning-based Approach to Detect Errors in Pediatric Weight Data. - Xiao Liu, Bin Zhang, Anjana Susarla, Rema Padman:
YouTube Video Analytics for Patient Self-Care of Chronic Diseases. - Kay Lytle, Bonnie L. Westra, Mary L. Hook, Mischa Adams, Samira Ali, Meg Furukawa, Steven G. Johnson, Tari Rajchel, Sarah Collins Rossetti, Theresa (Tess) Settergren, LuAnn Whittenburg:
Analyzing Flowsheet Data to Refine and Validate Information Models. - Xiaomeng Ma, Changmi Jung, Hadi Kharrazi:
Comparing the Distribution and Predictive Power of Medication Adherence Indexes Derived from EHRs and Claims in Forecasting Healthcare Utilization. - Miguel Marino, Jorge Kaufmann, David Ezekiel-Herrera, Dagan Wright, Erika Cottrell, Rachel Gold:
Clinic Characteristics Associated with Screening for Social Determinants of Health. - Jacob McPadden, David Chartash, Kelson Zawack:
An Analysis of the Lexical Structure of Documented Communicative Information Surrounding the Abdominal Roentgenogram Ordered in the Neonatal Intensive Care Unit. - Jayanth Kumar Medam, Karmen S. Williams, Jay S. Patel, Theresa Gonzalez, Thankam P. Thyvalikakath:
Reasons, Information, and Time: Exploration of Dental Clinician-Initiated Medical Consultations. - Rachel D. Melamed:
Automating new-user cohort construction with coarsened exact matching and indication embeddings. - Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Matthew E. Levine, Yishen Miao, Esteban G. Tabak, Arlene M. Smaldone, David J. Albers, Lena Mamykina:
Feasibility of a machine learning based method to generate personalized nutrition goals for diabetes self-management. - Carrie C. Moore, Oliver Jawitz, Mary B. Aschenbrenner, Carlos Ramirez, Matthew Small, Robert Overton, Tony Leiro, Ursula A. Rogers, Johanna O'Dell, Joseph Kelly, Mihai V. Podgoreanu, Ben Bryner, Erich S. Huang:
Large-scale Database Integration and Analytical Evaluation of Medical Data: Building a Clinical Repository for Extracorporeal Membrane Oxygenation Therapy in Critically Ill Patients. - Justin Mower, Trevor A. Cohen, Devika Subramanian:
Complementing Observational Signal with Distributed Representations for Drug Side-effect Prediction. - Sujith K. Nair, Mike S. Tilkin, Laura P. Coombs:
Framework for Clinical Decision Support and Structured Reporting in Radiology. - Claude J. Nanjo, Guilherme Del Fiol, Douglas Martin, Richard L. Bradshaw, Bryn Rhodes, Floyd Eisenberg, Kensaku Kawamoto:
QUICK: A FHIR Logical Model for Clinical Decision Support and Clinical Quality Measurement. - Che Ngufor, Pedro J. Caraballo, Thomas J. O'Byrne, David Chen, Nilay D. Shah, Michael S. Steinbach, György J. Simon:
A new representation of disease conditions and treatment pathways accurately predicts mortality and chronic diseases. - Christopher R. Norman, Mariska M. G. Leeflang, Raphaël Porcher, Aurélie Névéol:
Measuring the impact of screening automation on meta-analyses of diagnostic test accuracy. - Evan W. Orenstein, Jeanne Boudreaux, Margo Rollins, Jennifer Jones, Christy Bryant, Dean J. Karavite, Naveen Muthu, Jessica Hike, Herb Williams, Alexis B. Carter, Cassandra Josephson:
Reduction in Severe Ordering Errors of Blood Products in Pediatrics through Formative and Summative Usability Testing. - Mustafa Ozkaynak, Andrew E. Levy, Juliana Barnard, Sharon Pincus, Michael Ho:
Decision-Support Needs of ECG Technicians in Inpatient Settings. - Sarada S. Panchanathan, Andrew Muth, Pamela Garcia-Filion:
Objective measures for Medical Education from the Electronic Health Record. - Yifan Peng, Tiarnan D. Keenan, Qingyu Chen, Elvira Agrón, Wai T. Wong, Emily Y. Chew, Zhiyong Lu:
A deep learning-based survival model for prediction of progression in late Age-related Macular Degeneration (AMD) from color fundus photographs. - Adrienne Pichon, Megan Houterloot, Kayla Schiffer, Emma Horan, Noemie Elhadad:
Get on the Same Page: Negotiating and Aligning Knowledge and Expectations between Patients and Providers through Self-Tracking Artifacts. - Fernanda C. Polubriaginof, Silis Y. Jiang, Nicholas P. Tatonetti, David K. Vawdrey:
Breast Cancer Screening Rates Among Family Members of Affected Relatives. - Sravya S. Ponnapalli, Andrew Johnson, Stephen LaCour, Barbara Ruddy, Heather Fields, Anita C. Murcko, Adela Grando, Patricia Davis, Mark Wallace:
Improving Delivery of Chronic Opioid Therapy (COT) in a Primary Care Internal Medicine Clinic: Quality Improvement Study. - Christopher A. Puchi, Ben Tyndall, Melissa McPheeters, Colin G. Walsh:
Testing the Feasibility of an Academic-State Partnership to Combat the Opioid Epidemic in Tennessee Through Predictive Analytics. - Andrea H. Ramirez, Yaping Shi, Elliot M. Fielstein, Jonathan S. Schildcrout, Henry H. Ong, Joshua C. Denny, Josh F. Peterson:
Extracting Drug Exposure Epochs and Drug Response Outcomes from Electronic Health Records. - Jayamary Divya Ravichandar, Cheryl-Emiliane Chow, Connor Skennerton, Dhwani Haria, Erica Rutherford, Helena Kiefel, Joanna Dreux, Kareem Graham, Kathryn Iverson, Lynn Yamamoto, Michelle Lin, Michi Willcoxon, Nicole Narayan, Paul Loriaux, Roberta Hannibal, Sabina Lau, Shoko Iwai, Sunit Jain, Thomas Weinmaier, Yonggan Wu, Yuliya Katlinskaya, Toshihiko Takeuchi, Karim Dabbagh, Todd Z. DeSantis:
Multi-technology Meta-analysis Identifies Bacterial Signatures Delineating Clinical Response to Immune Checkpoint-Inhibitor Therapy in Melanoma Cohorts. - Victor Alfonso Rodriguez, Adler J. Perotte:
Learning Disease Phenotypes with Semi-Supervision. - Traudi Rose, Jianji Yang, Judy McConnachie:
Developing Cancer Informatics Tools to Support the Implementation and operation of a Cancer Care Navigation Program across Eight VA Facilities. - Michael Rothman, Kathy Belk, Robert Fogerty:
A Visual Consideration of Sepsis Deaths and Non-sepsis Deaths with a Finely Graduated Measure of Patient Acuity: Should We Just Focus on Who is Sick? - Adam Rule, Michael F. Chiang, Michelle R. Hribar:
More Than Copy-Paste: Content-Importing in Clinical Documentation. - Sameh N. Saleh, Samuel A. McDonald, Mujeeb A. Basit:
Complexities of Finite State Machines to Streamline Inpatient Sepsis Management. - Aarti Sathyanarayana, Rima El Atrache, Michele Jackson, Ivan Sanchez Fernandez, Kenneth D. Mandl, Tobias Loddenkemper, William J. Bosl:
A Digital Biomarker for Detection of Benign Childhood Epilepsy with Centrotemporal Spikes. - Courtney Segal, Elizabeth Austin, Denise Chang, Eliza Sutton, Danielle C. Lavallee:
Optimizing Workflows in the Patient Portal to Incorporate Patient-Reported Outcomes in Clinical Practice. - Morgan Shields, Grant A. Ritter, Alisa B. Busch:
National Prevalence and Hospital Characteristics Associated with Use of Health Information Exchange Following Discharge from Inpatient Psychiatric Units in Acute-Care Hospitals. - Evan Sholle, Orrin Belden, Jaclyn Rosenzweig, Jennifer Levine, Joseph Kabariti, Thomas R. Campion Jr., Jyotishman Pathak:
Validation of a Computable Phenotype for Site-Specific Cancer Treatment. - Jane L. Snowdon, Barbie Robinson, Carolyn Staats, Kenneth Wolsey, Thomas Strasheim, William Kassler, Gretchen Purcell Jackson:
Sonoma County Empowering Caseworkers to Better Serve the Most Vulnerable. - Jeff L. Sokolov, Morgan Foreman, Yoonyoung Park, Sarah Miller, Amar Das, Paul C. Tang:
Designing for the Information Needs of Primary Care Physicians. - Rachel Stemerman, Malvika Pillai:
Using Interactive Data Visualization to Drive Quality Improvement in Emergency Medical Services. - Peter D. Stetson, Erdeta Bani, Kevin Shannon, Naga Akella, Olga Strachna, Monica Allison, Rita Reynolds Silverberg, Judy Hagerty-Paglia, John Philip, Wazim Narain, Julia Fu, Kenneth Seier, Donna Boccamazzo, Suzanne Kelson, MaryAnn Connor, Rori Salvaggio, Michael H. Eubank:
Engaging with MSK Engage: A Digital Platform for Monitoring Patient Reported Outcomes in Oncology. - Abdul A. Tariq, Beatriz Ryan-Lora, Andres Nieto, Kui Tang, David K. Vawdrey:
Linear Algebra and Public Health: Identifying Areas of High Healthcare Needs through the Markov Chain Ranking Method. - Mohammad Samie Tootooni, Kalyan S. Pasupathy, Heather A. Heaton, Casey M. Clements, Mustafa Y. Sir:
Progressive Multi Class Predictive Modeling of Disposition Decision at Different Care Delivery Stages in an Emergency Department. - Rich Tsui, Luge Yang, Lingyun Shi, Lezhou Wu:
A Data-Driven Approach for Integrating Infant Mortality Prediction and Survival Time Estimate from Electronic Health Records. - Kim M. Unertl, Laurie L. Novak, Joyce M. Harris, Christopher L. Simpson, Nancy M. Lorenzi:
Organizational Diagnostics: A Systematic Approach to Identifying Technology and Workflow Issues in Clinical Settings. - Jonathan M. Vajda, J. Neil Otte, Cooper Stansbury, Marcelline R. Harris, Elizabeth Umberfield, Frank J. Manion, Cui Tao:
Expanding the Representation of Permissions and Deontic Roles in the Informed Consent Ontology (ICO). - P. J. Van Camp, Lei Liu, Cecilia Mahdi, Stephen Andrew Spooner, Yizhao Ni, Danny T. Wu:
Evaluating a Visual Annotation Tool on Pediatric Weight Charts. - Haleh Vatani, Karen Dunn Lopez, Andrew D. Boyd:
Patients' Perceptions of Heart Failure Through the Lens of Standardized Nursing Terminologies. - Kavishwar B. Wagholikar, Samuel J. Aronson, Benjamin Morgan Scirica, Akshay S. Desai, Shawn N. Murphy:
Patient Stratification Process for enabling Clinical Interventions. - Liqin Wang, Suzanne V. Blackley, Carlos A. Ortega, Diane L. Seger, Zfania Tom Korach, Kenneth H. Lai, Foster R. Goss, Paige G. Wickner, Kimberly G. Blumenthal, Li Zhou:
Dynamic Reaction Picklists for Improving Allergy Reaction Documentation. - Hannah L. Weeks, Cole Beck, Elizabeth McNeer, Cosmin Adrian Bejan, Joshua C. Denny, Leena Choi:
medExtractR: A medication extraction algorithm for electronic health records using the R programming language. - Janusz Wojtusiak, Reyhaneh Mogharab Nia, U. Nalla B. Durai, Beverly Middle, Robert Koester, Catherine Tompkins:
Using GPS to Locate the Missing and Track Wandering in People with Alzheimer's Disease. - Jingyi Wu, Ke Lin, Yu Lin, Yonghua Hu, Guilan Kong:
Predicting Length of ICU Stay via Random Forest. - Patrick Wu, QiPing Feng, Joshua C. Denny, Wei-Qi Wei:
Combining Publicly-Available and Electronic Health Record Data to Reposition Drugs. - Song Xu, Jason Horn, Santhosh Balasubramanian, Lee F. Schroeder, Nader Najafi, Shivaal Roy, Jonathan H. Chen:
Prevalence and Predictability of Low Yield Inpatient Laboratory Diagnostic Tests. - Alexander S. Young, Amy N. Cohen, Nichole Goodsmith, Alison B. Hamilton, Gerhard Hellemann, Nancy Nowlin-Finch:
Computerized Conjoint Analysis of the Preferences of Patients with Serious Mental Illness. - Kun-Hsing Yu, Feiran Wang, Gerald J. Berry, Christopher Ré, Russ B. Altman, Michael Snyder, Isaac S. Kohane:
Classifying Non-Small Cell Lung Cancer Histopathology Types and Transcriptomic Subtypes using Convolutional Neural Networks. - Maryam Zolnoori, Che Ngufor, Anthony Faiola, Christina Eldredge, Jake Luo, Sunghwan Sohn, Joyce E. Balls-Berry, Ahmad P. Tafti, Nilay D. Shah, Timothy B. Patrick:
Identifying Factors Affecting Drug Discontinuation in Patients with Depression: Text Analysis of Patient Drug Review Posts.
Poster
- Samir E. Abdelrahman, Michael G. Newman, Christina A. Porucznik:
Early Prediction for Multiple Adverse Outcomes in Acute and Chronic Back Pain Transitions. - Fuad Abujarad:
mHealth Tool for Patient-Centered Informed Consent. - Jonas A. Actor, Beatrice Riviere, David Fuentes:
Efficient and Robust CT Image Segmentation with a Level Set Network. - Adeboye A. Adejare, Yadu Gautam, Mekibib Altaye, Tesfaye B. Mersha:
Unraveling Asthma Racial Disparities in Emergency Department Visit Using Electronic Healthcare Records and Machine Learning Algorithms. - Yuri Ahuja, Doudou Zhou, Zeling He, Jiehuan Sun, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Chuan Hong, Tianxi Cai:
sureLDA: A Novel Multi-Disease Automated Phenotyping Method for the Electronic Health Record. - Ashwag Alasmari, Lina Zhou:
A Social Network Analysis Perspective of Comorbid Conditions with Chronic Kidney Disease. - Gabriel A. Aldana, Rohit Chaudhry, Rimma Perotte, Zachary M. Grinspan, Natalie Yip, David K. Vawdrey:
Ocelot: A Modularized and Interactive Tool for Visual Understanding of Patient State. - Azraa Amroze, Gordon Manning, Doug Buell, Alok Kapoor, David McManus, Jomol P. Mathew:
SUPPORT-AF: Supporting Provider Prescribing of Oral Anticoagulant Therapy for AF with Anticoagulation Decision Support Using the Electronic Health Record. - Shilo H. Anders, Patricia Sengstack, Carrie Reale, Laurie L. Novak, Joyce M. Harris, Nancy M. Lorenzi, Elma Jashim, Kim M. Unertl:
Using resilience engineering to understand an EHR transition. - Steven B. Andrews, Mari-Ann Alexander, Justin F. Rousseau, Anjum Khurshid, Jaimie Hancock, Rahel Berhane:
Managing Data Flows for Pediatric Complex-Care Patients and Their Families to Manage Care Plans. - Nate C. Apathy, Joshua R. Vest, Nir Menachemi, Justin Morea, Christopher A. Harle:
Differing patterns in frequency of electronic health records documentation among clinicians following the replacement of a legacy EHR system. - Negin Asadzadehzanjani, Janusz Wojtusiak, Allison E. Williams, Cari Levy:
Generic vs. Specialized Models for Assessing Disabilities among People with Dementia. - Oghale E. Asagbra:
Which Patient Engagement Functionalities Are Salient for Quality of Care? - Elizabeth Austin, Courtney Segal, Joesph A. Heim, Savitha Sangameswaran, Danielle C. Lavallee:
A checklist to support effective and scalable design of ePRO tools in electronic health records. - Uba Backonja, Seungeun Park, Anne M. Turner, India Ornelas, Greg Whitman, Melinda Schultz, Betty Bekemeier:
Solutions in Health Analytics for Rural Equity Across the Northwest. - Ranjodh Badh:
Growing Up Stronger: Improving Pediatric Population Health with HealtheRegistries. - Melissa Beauchemin, Rebecca Schnall, Chunhua Weng:
Completeness and Concordance in Electronic Health Record (EHR) Documentation of Chemotherapy-Induced Nausea and Vomiting (CINV) in Pediatric Cancer. - Patrick E. Beeler, Karol Tarcak, Ulrike Held, Edouard Battegay:
Diagnosis Combinations Associated with Longer Length of Stay. - Jeffery L. Belden, Pete Wegier, Shannon M. Canfield, Sonal J. Patil, Victoria A. Shaffer, Linsey M. Steege, Mihail Popescu, K. D. Valentine, Akshay Jain, Michael LeFevre, Richelle J. Koopman:
Further Data Visualization Designs to Support Shared Decision Making About Blood Pressure. - Amanda Bell, Raja Mazumder, Daniel J. Crichton, Vijay K. Shanker, Frédéric B. Bastian, Hayley Dingerdissen, Samir Gupta, Evan Holmes, Robel Y. Kahsay, Heather L. Kincaid, A. S. M. Ashique Mahmood, Marc Robinson-Rechavi, Stephanie S. Singleton:
OncoMX: an Integrated Cancer Mutation and Expression Knowledgebase for Biomarker Evaluation and Discovery. - Douglas S. Bell, Spencer L. SooHoo, Ann S. Chang, Alex A. Bui, Marianne Zachariah, Ross Fleischmann, Omolola Ogunyemi, Robert A. Jenders:
Providing Data Security Guidance for Researchers. - William C. Bennett, Kirk E. Smith, Quasar Jarosz, Sonya Utecht, Fred W. Prior:
Posda: An Open Source Curation Tool for Validation, Editing, and Inspection of DICOM Objects for Large Scale Imaging Archives. - Munder O. Ben-Omran, Paul Fontelo, Gabriela Lopez Mitnik, Darien Weatherspoon, Bruce A. Dye:
Potential Benefits of Dental Visits in Managing HbA1C And Identifying Diabetes and Prediabetes in US. - Kerrin Bersani, Kevin Carr, Nicholas R. Piniella, Kumiko O. Schnock, Marc Pimentel, Jacqueline A. Griffin, David W. Bates, Anuj K. Dalal:
Analysis of Representative Cases of Diagnostic Error in the Inpatient Setting. - Suresh K. Bhavnani, Clark Andersen, Yu-Li Lin, Emmanuel A. Santillana, Tianlong Chen, Yong-Fang Kuo:
The Role of Bipartite Networks in Stratified Predictive Modeling. - Jiantao Bian, Hamid Saoudian, Brett R. South, Kristine E. Lynch, Benjamin Viernes, Michael E. Matheny, Scott L. DuVall:
Developing Synthetic VA Healthcare Data in OMOP CDM Model. - Catherine Blake:
Tracking Breast Cancer Survivorship over time using the Claim Framework. - Katherine Blondon, Pejmon Noghrehchi, Brian Hilligoss, Mustafa Ozkaynak:
Sequential Analysis of Handoffs in a Mixed Methods Analysis. - Jonathan P. Bona, Joseph Utecht, Mathias Brochhausen:
Providing a User-oriented Interface to Enable Semantic Queries in PRISM. - Robert L. Bradford, Marshall Clark, Emily R. Pfaff:
SMOREs : Synergistic Medication Organizer for RxNorm and Expansions, a Tool For Improving Semantic Relationships of Institutional Medications to Standardized Ontologies. - Juliana J. Brixey, Susan K. Newbold, Dianna S. Dodd:
Nursing Informatics Pioneers Identify Influencers. - Katherine E. Brown, Douglas A. Talbert:
Estimating Uncertainty in Deep Image Classification. - Julian Brunner, Elizabeth M. Yano, Emmeline Chuang, Jeremy Shelton:
The Role of Perceived Legitimacy in Clinical Decision Support. - Michael T. Buckley, Joseph Lengfellner, Matthew Koch, Hector Pacheco, Carol Hoidra, Dorothy Damron, Collette Houston, Roy Cambria, Ann Rodavitch, Paul Sabbatini:
Electronic Informed Consent (eIC) Platform for Clinical Trials: An Operational Model and Suite of Tools for Consent Authoring, Obtaining Informed Consent, and Managing Consent Documents. - Nithin Buduma, Aviv Segev, Dorothy W. Curtis:
Combining Neural Nets. - Mohamad Bydon, Kelsey R. Wolff, Anshit Goyal, Mohammed A. Alvi, Sandy Goncalves, Travis Paul, Aaron Biedermann, Janine Kamath, Carrie Macken, Andrea L. Cheville, Mark Nyman:
Feasibility of Using Computerized Adaptive Testing To Capture Patient Reported Outcomes in an Outpatient Setting: A Pilot Evaluation of PROMIS-CAT in Neurosurgery. - James Callister, Yiren Liu, Terence Kwan, Simon K. Poon, Lynleigh Evans, Paul Harnett:
Developing a Performance Matrix for Multidisciplinary Teams. - Silvia P. Canelón, Mary Regina Boland:
Investigating Pregnancy-Related Health Outcomes Among Patients with Sickle Cell Disease and Linking with Health Disparities. - Michael Cantor:
Normalizing Medication Data in the UK Biobank. - Rodrigo Carvajal, Guillermo González-Calderon, Miguel Betin-Montes, Rhoda Gai-Cherry, Jordan H. Creed, Joseph Markowitz, Travis A. Gerke, Steven A. Eschrich, Anders Berglund:
Patient Timelines for Research-Oriented Exploration of Longitudinal Cancer Patient Data: PT Explorer. - Regina Casanova-Perez, Harsh V. Patel, Savitha Sangameswaran, David J. Cronkite, Courtney Segal, Dori E. Rosenberg, John L. Gore, Jonathan Wright, Andrea L. Hartzler:
Addressing physical activity barriers among prostate cancer survivors through a peer-based digital walking program. - Alisha Chaudhry, Sungrim Moon, Vinod Kaggal, Paul Wennberg, Thom Rooke, David Liedl, Christopher Scott, Ana Casanegra, Iftikhar J. Kullo, Robert McBane, Jane L. Shellum, Rick Nishimura, Rajeev Chaudhry, Hongfang Liu, Adelaide M. Arruda-Olson:
Usability Evaluation of a Clinical Decision Support Tool for Management of Peripheral Artery Disease Patients. - David Chen, Christopher Scott, Christina L. Luong, Itzhak Z. Attia, Che Ngufor, Adelaide M. Arruda-Olson, Patricia A. Pellikka:
Ensemble Imputation for Healthcare Data. - Tianlong Chen, Yu-Li Lin, I-Chia Liao, Yong-Fang Kuo, Emmanuel A. Santillana, Clark Andersen, Laurel A. Copeland, Suresh K. Bhavnani:
Bipartite Network Analysis with Multiple Datatypes: Implications for Precision Medicine in the Age of Multi-omics Data. - Lewis Chesebrough, Annie C. Myers, Lingchen Lou, Ruixuan Hu, Meghan Reading Turchioe, Ruth M. Creber:
Review and Analysis of Current Mobile Apps for Depression. - Ming-Yuan Chih, Woohyun Yoo, Dhavan V. Shah, Andrew Quanbeck, David H. Gustafson:
Reading Emotional Support Messages on a mHealth App Predicts the Initial Lapse after Alcohol Detox. - Hwayoung Cho, Gabriella Flynn, Maureen Saylor, Melissa Gradilla, Rebecca Schnall:
Perceptions of the Use of a Real-time Medication Monitoring Pill Bottle linked to a HIV Self-management App. - Insook Cho, Insun Jin:
Changes in Nursing Activity After Implementing a CDS Service Predicting the Risk of Falling Based on Electronic Medical Records Data. - Chi D. Chu, Delphine S. Tuot, Jonathan Duong, James D. Harrison, Raman R. Khanna:
Effective Use of Secure Text Paging for Subspecialty Consult Requests. - Zoe Co, Diane L. Seger, Lisa P. Newmark, Melissa Danforth, David C. Classen, David W. Bates:
Hospital Performance on Unsafe Medication Orders in the 2017-2018 CPOE Evaluation Tool. - Jamie N. Cole, Günter Tusch, Wanda G. Sankey, Raymond J. Higbea, Marie Vanderkooi, Lawrence Warkoczeski:
Impact of EHR Usability on Provider Efficiency and Patient Safety in Non-Hospital Settings. - Kevin Coppa, Marsha Myetlis, Jamie S. Hirsch, Jan Horsky:
Automated Prediction of Patient Stability and Discharge within 36 Hours. - Catherine K. Craven, Lina Jandorf, Cristina K. Villagra, Zeida Quintero-Canetti, Joseph L. Kannry, Bruce Darrow:
Mount Sinai Spanish-Language OpenNotes Navigator Program. - Amy L. Cummings, Jonathan W. Goldman, Armen Arevian:
Leveraging a participatory informatics platform for patient-reported outcomes in a clinical trial. - Marika M. Cusick, Thomas R. Campion Jr.:
Missing and Discordant Race Data Documented in Electronic Health Record Systems at an Academic Medical Center. - Elizabeth C. Danielson, Christopher A. Harle:
Patient Perceptions of Missing Health Information in Outpatient Settings. - Pritika Dasgupta, Ervin Sejdic:
Acceleration Gait Measures as Proxies for Motor Skill of Walking: A Narrative Review. - Keilla T. de Mélo, Nelson G. Leitão Júnior, Danilo F. da Silva, Webber D. Fantini, Alexandra M. Grisolia, Magdala D. Novaes:
Teledermatology Service in HealthNet Platform: an Experience Report. - Rina V. Dhopeshwarkar, Lauren S. Hovey, Krysta Heaney-Huls, Prashila Dullabh, Scott R. Smith:
Federal Research Data Infrastructure: Tools and Services for Health Care Needs. - Anna Diane, Allison A. Lewinski, Jacqueline Vaughn, Janee Stevenson, Ryan J. Shaw:
Patient Perspectives of Utilizing Multiple Mobile Health Technologies to Self-Manage Type II Diabetes. - John E. Doole, Pamela B. Landsman-Blumberg, Matvey B. Palchuk:
Ascertaining Medication Adherence Utilizing Open Claims Data. - Rachel Dorn, Scott Vrana, Bridget T. McInnes:
Improving Accuracy of Patient Speech Transcription Using Dialect-Specific Automatic Speech Recognition Models. - Evan Draper, Brian K. Fung, James Steckelberg, Abinash Virk, Sara Ausman, Aaron Tande, Sarah Lessard, Lynn L. Estes:
Customization of an Antimicrobial Stewardship Clinical Decision Support Module: Reducing the Noise and Improving Reporting. - Vishal Duggal, Mary K. Goldstein:
Clinical Decision Support Flow Diagram for Management of Chronic Kidney Disease by Primary Care Physicians. - Polina Durneva, Cynthia LeRouge, Savitha Sangameswaran:
Leveraging Technology to Promote Healthy Cooking Literacy and Kitchen Confidence for Overweight and Obese Adolescents. - Jacob Ekstrum, Noah Poczciwinski, Brett F. Cropp, John B. Coles:
Understanding Nothing: Interpreting Models Using Sparse Longitudinal Data. - Christina Eldredge, James E. Andrews, Maryam Zolnoori, Timothy B. Patrick, Joel Gallagher, Cesar A. Lam, Jake Luo:
Challenges to a Data Driven Approach to Population Level Analysis of Hypersensitivity Events in Cancer Clinical Trials. - Forhan B. Emdad, Günes Koru:
Towards Optimizing Usability in e-Government Healthcare Administration Systems: Recommendations from a Comprehensive Evaluation Study. - Termeh Feinberg, Joseph L. Goulet, Amy C. Justice, Samah Jamal Fodeh, Lori Bastian, Qing T. Zeng, Cynthia Brandt:
Preliminary chart review for Natural Language Processing development among electronic health records with documentation of marijuana use. - Jeffrey P. Ferraro, Jason R. Jacobs, Ithan D. Peltan, Michael Lanspa, Raj Srivastava, Colin K. Grissom:
Aiding in the Identification of Acute Respiratory Distress Syndrome (ARDS) from Radiograph Reports using Natural Language Processing. - Dezon Finch, Stephen L. Luther:
Exploring Marijuana Use in Patients Suffering from Pain. - Charles K. Fisher, Yannick Pouliot, Aaron M. Smith, Jonathan R. Walsh:
Generating Synthetic Control Patients Using Machine Learning for Alzheimer's Disease Clinical Trials. - Samah J. Fodeh, Jennifer Edelman, William Becker, Cynthia Brandt, Sally Haskell:
Presecription opioid tapering: Mining structured and unstructured data. - Paul A. Fontelo, Fang Liu:
Immune-Related Adverse Events of Checkpoint Inhibitors. - Marva Foster, Lauren Oshry, Lisa Quintiliani:
mHealth for Weight Management Among Breast Cancer Survivors from Vulnerable Populations. - Daniel Fraczkowski, Andrew D. Boyd, Karen Dunn Lopez:
SNOMED CT: Interoperable but silos remain between medicine and nursing. - Hamish S. Fraser:
Evaluating the performance of a general diagnostic decision support system on case data from urgent cardiology admissions. - Maysoun Freij, Prashila Dullabh, Sarah Lewis, Scott R. Smith, Lauren S. Hovey, Rina V. Dhopeshwarkar:
Incorporating Social Determinants of Health in Electronic Health Records (EHRs): A Qualitative Study of Perspectives among EHR Vendors. - Brian K. Fung, Evan Draper, James Steckelberg, Abinash Virk, Sara Ausman, Sarah Lessard, Aaron Tande, Lynn L. Estes:
Conversion of a Complex Legacy Antimicrobial Stewardship Clinical Decision Support System into Epic. - Cheng Gao, Chao Yan, Bradley A. Malin, You Chen:
Corpus Size Influences Clinical Concept Embeddings. - Enrico Garbelotto, Marco Prenassi, Sara R. Marceglia:
Application of IBM Watson to clinical decision support: a preliminary experience on the interpretation of DSM-5. - Jose P. Garcia, Sarah Collins Rossetti, Kenrick Cato, Suzanne R. Bakken, Haomiao Jia, Min-Jeoung Kang, Christopher Knaplund, Patricia C. Dykes:
Factorial Design Survey Methodology on REDCap and Qualtrics: A Comparative Analysis. - Julie P. Garcia:
Querying Clinical Datasets with GraphQL and Concept IDs. - Kenneth Gerlach:
The Human Factors When Implementing Two-Dimensional (2D) Vaccine Barcode Scanning in Clinical Settings. - William Gordon, Maria Aguad, Heather Appello, Samuel J. Aronson, Jane Baronas, Indira Guleria, Richard Kaufman, Edgar Milford, Michael Oates, Rory Dela Paz, Melissa Yeung, William Lane:
Initial Usage Patterns of a SMART-on-FHIR Point-Of-Care Platelet Transfusion Optimization Application. - Ramkiran Gouripeddi, Le-Thuy T. Tran, Tanvi Gangadhar, Randy K. Madsen, Julio C. Facelli, Katherine A. Sward:
Assimilating Pollen into Exposomes for Pediatric Asthma Research. - Ashley C. Griffin, Zhaopeng Xing, Saif Khairat, Yue Wang, Stacy Bailey, Jaime Arguello, Arlene E. Chung:
Conversational Agents for Chronic Disease Self-Management: A Systematic Review. - Lisa V. Grossman, Meghan Reading Turchioe, Annie C. Myers, Dawon Baik, Ruth M. Masterson Creber:
Comprehension of Visualizations for Longitudinal Patient-Reported Outcomes. - Randall W. Grout, Dan Seitz, Justin Morea:
Prioritization of Clinical Content Informatics Requests Using Multi-Criteria Decision Analysis (MCDA). - William Gu, Yujing Ke, Shenghong Zhao, Hyeoneui Kim:
Extracting the Effectiveness of Physical Activity Interventions from Abstracts. - Jia-Wen Guo, Christina L. Radloff, Susan L. Beck, Gary W. Donaldson, Wendy W. Chapman, Katherine A. Sward, Lewis J. Frey:
Researchers' Perspectives on Symptoms related to Cancer Pain: A Network Analysis of Literatures. - Saira N. Haque, Alison Banger, Sydney DeStephano, Regina Rutledge, Melissa Romaire:
Factors Influencing Telehealth Adoption in Critical Access Hospitals: Insights from a Demonstration. - Marcelline R. Harris, Frank J. Manion, Madhuri Sankaranarayanapillai, Hsing-yi Song, Marisa Conte, Cui Tao:
A Scoping Review to Identify Biobank Classification and Permissions to Share Metadata. - Md Rashedul Hasan, Mitra Ahadpour, Henry Francis, Alfred Sorbello:
Detection of Opioid Overdose Cases from Text in Electronic Health Records using Machine Learning Methods. - Corey J. Hayes, Jonathan P. Bona, Mathias Brochhausen:
Using Semantic Representations for Urine Drug Tests in the Veterans Health Administration. - Shan He, Peter J. Haug, Kathryn Gibb Kuttler, Brenda Reiss-Brennan:
Predicting Mental Health Complexity Using EHR and Patient-reported Data. - Zeling He, David Cheng:
Parallel Multiple Imputation for Large-Scale Association Studies in Complex Observational Data Settings. - Krysta Heaney-Huls, Prashila Dullabh, Lauren S. Hovey, Nithya Rajendran, Adam Wright, Dean F. Sittig:
Application Programming Interfaces in Health Care: Findings from a Current-State Assessment. - Frederik Heath, Myroslava Protsiv, Sarah Poole, Julie Parsonnet:
Using Unsupervised Machine Learning Method to Define a New Normal for Body Temperature. - Elizabeth M. Heitkemper, Arlene M. Smaldone, Suzanne R. Bakken, Andrea Cassells, Jonathan N. Tobin, Lena Mamykina:
Using the RE-AIM Framework to Assess the Potential to Use Mobile Diabetes Detective (MoDD) in Federally Qualified Health Centers. - Juan Henao, Yuri Quintana, Charles Safran:
Development of an integrated system and central repository for clinical and education outcomes in Latin America. - Emily P. Hendryx, Nabil Chaabane, Beatrice Riviere, Craig G. Rusin:
Data Subset Identification Using CUR Index Selection Schemes. - Branden C. Hickey, Adam M. Bartscher, Marc Sainvil, Robert R. Freimuth, Jane L. Shellum, Davide Sottara:
Automated Extraction of Computable Clinical Decision Support Rules from an Electronic Health Record (EHR) System. - Blair Hirst, Daniel Stein, Mary Mitchell, John McClean, Brendan Mooney, Félix Guerrero, Greg Jordan, Yuri Turin:
Using the Lean Startup Method to Efficiently Create an Electronic Consent. - Teruyoshi Hishiki, Takuro Tamura, Eiji Sugihara, Yoshiko Matsunaga, Rie Ichikawa, Jimpei Misawa, Yukihiro Maeda, Akiko Shibuya, Yoshiaki Kondo:
Recurrent Neural Network for Modelling Relevant Sentences for Concept Analysis. - Dimitar Hristovski, Andrej Kastrin, Halil Kilicoglu:
SemMedDB-neo4j: A Graph Database of Biomedical Semantic Relations. - Jinwei Hu, Robert Lee, Sarah Mullin, Steven D. Schwaitzberg, Larry Harmon, Paul Gregory, Peter L. Elkin:
Multisource Feedback Driven Intervention Improves Physician Leadership and Teamwork. - Pengwei Hu, Zhaomeng Niu, Shaochun Li:
Cancer Patients' Emotional Health Discovering: Influences of Health Literacy, Fatalism and Peer Support. - Chi Ching Vivian Hui:
Harnessing Health Information Technology in Family Violence in the United States - Systematic review. - Ji Eun Hwang, Byung-Ook Seong, Sang-Oh Lee, Soo-Yong Shin:
Comparison of Data Entry Time for Structured Data Entries and Free Text. - Yulia Innokenteva, Olha Kholod, Fei He, Duolin Wang, Richard D. Hammer, Dong Xu, Dmitriy Shin:
An Informatics Framework for Knowledge Representation and Reconciliation of Disease Pathways. - Alvin D. Jeffery, Sharidan K. Parr, Michael E. Matheny:
Mapping Medications to Standards with Machine Learning and Noisy Labels. - Robert A. Jenders:
Utility of the Business Process Model and Notation Standard to Represent Business Processes in the Arden Syntax. - Yun Jiang, Huiting Zhang, Marcelline R. Harris:
Acceptance and Use of Home-Based Electronic Symptom Self-Reporting Systems in Cancer Patients: A Literature Review. - Victoria Jimenez, Samuel Isaac, Munther Alshalabi, Ruth M. Masterson Creber, Meghan Reading Turchioe:
Review of Mobile Applications for the Detection and Management of Atrial Fibrillation. - Andrew Johnson, Stephanie K. Furniss, Matthew M. Burton, Priya Radhakrishnan, Jeffrey Shriber, Anita C. Murcko:
LeukApp: Development of a Mobile Application for Clinical Decision Support in Acute Leukemia. - Sarthak Kakkar, Ashish Atreja, Hallie Zara, Shashank Garg:
Automated Digital Navigation Program Linked with EHR for Peri Procedural Care: A Comparative Study. - Youjeong Kang, Durga Sanugula, Kriti Bagdi, Robin Austin, Karen A. Monsen:
Data-driven Study of Pain, its Predictors, Co-morbidities, and Characteristics using Nurse-generated Big Data. - Akshat Kapoor:
Life after cancer: After-Treatment concerns and peer-support among breast cancer survivors, portrayed on Twitter. - Amir Karami, Alicia A. Dahl, George Shaw Jr., Sruthi Puthan Valappil, Brie Turner-McGrievy, Hadi Kharrazi, Parisa Bozorgi:
Does Diet-Related Tweets Disclose Political Preferences? - Alexandra Kassis, Benjamin J. Duncan, Lu Zheng, David R. Kaufman, Stephanie K. Furniss, Adela Grando, Karl A. Poterack, Richard Helmers, Bradley N. Doebbeling:
The Effective, The Inefficient and the Ugly: Interface Elements in Nursing Order Management. - Mehmet Kayaalp:
The Promise and Perils of Pseudonymization. - Yujing Ke, Shenghong Zhao, William Gu, Hyeoneui Kim:
Representing the Intensity of a Physical Activity. - Aaron S. Kemp, Jonathan P. Bona, Tracy S. Nolan, Linda J. Larson-Prior, Tuhin Virmani, Lakshmi Pillai, Mathias Brochhausen, Lawrence Tarbox, Fred W. Prior:
Semantic Representations of Multi-Modal Data, NeuroInformatic Processing Pipelines, and Derived Neuroimaging Results in the Arkansas Image Enterprise System (ARIES). - Mirza S. Khan, Mark Rodeghier, Robert M. Cronin:
Sickle Cell Disease Phenotype Algorithm Performance in Adult, Pediatric, and Transitional Care. - Eugenia Kim, Fariha Ahsan, Corinne Lamour-Romero, Chelsea Michael, Ruth M. Creber:
A Review of Palliative Care Mobile Applications for Patients and Caregivers. - Min-hyung Kim, Sojung Park, Yu Rang Park, Wonjun Ji, Seul-gi Kim, Minji Choo, Seung-sik Hwang, Jae Cheol Lee, Hyeong Ryul Kim, Chang Min Choi:
Developing computational phenotyping algorithm to classify lung cancer stages using common data elements. - Sujin Kim, K. Y. Jung, WonChul Cha:
The Effectiveness of using mobile EMR with consultation process in EMR. - Youngjun Kim, Stéphane M. Meystre:
Cancer Type Classification by Jointly Using Words and Concepts from Electronic Health Record Text Notes. - Andrew J. King, Shyam Visweswaran, Harry Hochheiser, Gilles Clermont, Gregory F. Cooper:
Insights from a dissertation on the development of a Learning Electronic Medical Record System: data-driven, context-aware learning. - Amber Kiser, Devin Horton, Karen Eilbeck, Samir E. AbdelRahman:
Continuous Predictive Modelling for Sepsis, Organ Failure, and In-hospital Mortality in the Intensive Care Unit. - William Kistler, Denise Goldsmith, Patricia F. Brennan:
Virtual Reality: Exploring Methods to Improve Dietary Choices. - Alexandra Kogan, Mor Peleg, Samson W. Tu:
Detecting and mitigating clinical guideline interactions in multimorbidity patients using computer-interpretable guidelines and AEOLUS. - Theresa A. Koleck, Suzanne R. Bakken, Nicholas P. Tatonetti:
Chronic Condition Symptom Enrichment from Electronic Health Records. - Malgorzata Kolotylo-Kulkarni, Cynthia LeRouge, Deborah E. Seale:
A Review of Older Adults' Personal Health Information Management Processes, Needs, Challenges, and Tools. - Kimberley Kondratieff, Candace D. McNaughton, Michael E. Matheny, Thomas A. Lasko:
Longitudinal modeling of prescription refill records to predict medication use. - Maciej Kos, Christine M. Gordon, Xuan Li, Iman Khaghani Far, Misha Pavel, Holly B. Jimison:
How to Validate Heart Rate Monitoring Wearables for Just-in-Time Adaptive Health Interventions? Development of Comparison Testing Guidelines. - Aaron Kub, Amanda Yoho:
Descriptive Comparison of Patient Cohorts with Cognitive Function Testing Results from Structured vs Free-Text Clinical Notes. - Gilad J. Kuperman, Yeneat O. Chiu, Margarita Rozenshteyn, Melissa Zablocki, Claire Perry, Abigail Baldwin, Aman Dhami, Brett Simon, Robert Daly:
An Informatics Infrastructure for Remote Monitoring and Management of Symptoms in Cancer Patients. - Hyunjin Kwon, Youngho Lee, Jinhyeok Park, Sunjin Sym, Jeong-Heum Baek:
Improving Clinical Decision Support System by Analyzing Prognostic Factors of Colorectal Cancer Stage IV Patients. - Steven E. Labkoff, Shaadi Mehr, Christopher Williams, Leon Rozenblit, Charles Tirrell, David Voccola, Eugene Hui, Scott Longley, Devon Bush, Esme O. Baker, Simone Maiwald:
Addressing the Medical and Business Challenges in the Creation of the CureCloudTM, a Prospective, Linked, Direct-to-Patient Multiple Myeloma Registry. - Sean K. Lachhander, John Ziegler, Shoham Das, Paulo Salazar, Nana Mensah, Ivelise Rijo, Lissette Fernandez, Lin Dong, Daniela Elezovic, Ahmet Zehir, Maria Arcila:
MPath Non-NGS: Software for Analysis of Clinical Fragment and Qualitative Polymerase Chain Reaction (PCR) Assays. - Cesar A. Lam, Christina Eldredge, James E. Andrews, Randa Perkins:
Challenges of Data Abstraction to Characterize Contrast Media Reactions and Identify Potential Risk Factors in a Cancer Patient Population. - Zach Landis-Lewis, Veena Panicker, Dahee Lee, Marisa Wetmore, Roger Smith, Michelle Moniz:
Towards a learning health system for contraception care: Representing knowledge for tailored clinical practice feedback. - Angela L. Laurio, Aaron S. Dietz, Jean M. Scott, David C. Classen:
Using EHR Data to Evaluate CPOE Safety. - Adam M. Lee:
GeoService: Bridging Clinical and Public Health Informatics. - Jaehoon Lee, Nathan C. Hulse:
How Personalized Are Personalized Order Sets? Measuring Variation in Physician Use of Electronic Order Sets. - Vincent Lee, Cathleen Knowlton, Sai Sindhu Kurra, James White, Katherine Lazuriaga, Jomol P. Mathew:
Integrated Research Information for patientS (IRIS): Creating a Patient Centric Clinical Trial Experience. - Young Ji Lee, Grace Campbell, Victoria Han, Hyeju Jang:
Dialog Act Classification for Automated Classification of Online Health Communities. - Cynthia LeRouge, Jenney Lee, Courtney Segal, Elizabeth Austin, Danielle C. Lavallee:
A User-Centered Model for Electronic Patient-Reported Outcomes Visualizations in Clinical Practice. - Lysanne Lessard, Antoine Sauré, Agnes Grudniewicz, William Gardner, James King, Wojtek Michalowski, David Murphy, Kathleen Pajer, Elyse Schipper, Sinthuja Suntharalingam, Raphaël Ménard-Grenier, Michael Cheng:
Data Requirements for a Patient-Centered Learning Health System. - Tiffany I. Leung, Sima Pendharkar, Chwen-Yuen Angie Chen, Michel Dumontier:
Finding the evidence base using citation networks: Do 300 to 400 U.S. physicians die by suicide annually? - Deborah Lewis, Patricia Salai:
Ethical Considerations for Social Media Research. - Qinbo Li, Adam G. D'Souza, Mahin Ramezani, Cason Schmit, Hye-Chung Kum:
Increasing Transparent and Accountable Use of Data by Quantifying the Actual Privacy Risk in Interactive Record Linkage. - Jiacheng Liu, Fei Yu, Lixin Song:
A Bibliometric Analysis of Research Publications that Adopted the Medical Expenditure Panel Survey (MEPS) Data. - Jialin Liu, Siru Liu, Wenyao Annie Wu, Tao Zheng:
Clinical Informatics Course: Doctor of Medicine Student Perceptions. - David F. Lobach, Mary E. Cooley, Barbara Halpenny, Jennifer Ligibel, Andrea Enzinger, Janet L. Abrahm:
One Size Does Not Fit All - Lessons Learned from Developing Algorithms for Decision Support for Symptom Management in Cancer Patients. - Chris J. Lu, Amanda Payne, Dina Demner-Fushman:
Classification Types: A New Feature in the SPECIALIST Lexicon. - David Lukacs, Meredith Abrams, Dongwen Wang:
Dissemination of HIV-HCV-STD Clinical Evidence through Guideline-Driven Interactive Case Simulation Tools - An Assessment of User Engagement. - Kevin Lybarger, Mari Ostendorf, Özlem Uzuner, Meliha Yetisgen:
Automatic Identification of Social Determinants of Health from Clinical Records. - Kristin Lyman, Melanie Canterberry, Elizabeth Crull, Jason Denton, Fern FitzHenry, Qiaohong Hu, Sharidan K. Parr, Amy Perkins, Dina Zein, Michael E. Matheny, Jason N. Doctor, Daniella Meeker:
Value Set Development for Studies Involving Historical Data. - Sina Madani, Colin Walsh, Joseph Huenecke, Jeff Byrd, Asli Weitkamp:
Scalable Dimensionality Reduction in Patient Medication Domain: A Use Case for ATC Terminology Mapping for Machine Learning Models. - Yuqing Mao, Kin Wah Fung, Dina Demner-Fushman:
Drug-drug Interaction Extraction via Transfer Learning. - William Martinez, Gerald B. Hickson, Samuel T. Rosenbloom, Kenneth Wallston, Tom Elasy:
The My Diabetes Dashboard: Preliminary Results of a Prospective, Longitudinal Usability Study. - Roni Matin, Amy Franklin:
A Review of ER Case Reports for Potential Anchoring Bias. - Terika McCall, Todd A. Schwartz, Saif S. Khairat:
Acceptability of Text Messaging to Help African American Women Manage Anxiety and Depression. - Smruti Mehta, Miguel Colon, Zachary Warren, Karen Dunn Lopez, Andrew D. Boyd:
Nurses' SNOMED CT and Physicians' SNOMED CT have little overlap in terms. - Chelsea Michael, Anjali V. Desai, Gilad J. Kuperman:
An Analysis of Advance Directive Documentation at Memorial Sloan Kettering Cancer Center. - Elliot G. Mitchell, Lena Mamykina, Matthew E. Levine, Esteban G. Tabak, David J. Albers:
Machine learning for personalized decision support with patient-generated health data. - Sandra Mitchell, Gay Stahr, Todd Turner:
Three Rs of Clinical Data Quality - Relevance, Robustness, Repercussions. - Hedyeh Mobahi, Hua Min, Janusz Wojtusiak:
Synthetic Data for Teaching Data Integration in Informatics Graduate Program. - Zachary H. Moldwin, Harry Hochheiser, Jeremy L. Warner:
HemOnc.org: Evaluation of Information Models for Cancer Therapy Representation. - Helen Monkman, Thomas Schmidt, Christian Nøhr:
A Comparison of Online Consumer Medication Information from Canada, Denmark, and the United States of America. - Sungrim Moon, Vinod Kaggal, Sunghwan Sohn, Hongfang Liu, Rajeev Chaudhry, Adelaide M. Arruda-Olson:
Adaptation of a Natural Language Processing Algorithm Following Implementation of a New Electronic Health Record. - Stephen J. Mooney, Philip M. Hurvitz, Anne V. Moudon, Brian Saelens:
Residential neighborhoods and walking: An Informatics Approach to Walkability. - Nicholas S. Moore, Brendan Reardon, Eric Kofman, Nathanael D. Moore, Eliezer M. Van Allen:
Expanding Accessibility of a Molecular Oncology Almanac for Precision Cancer Medicine. - Amanda J. Moy, Sarah Collins Rossetti:
Measurement of physician burden in EHRs: a systematic literature review. - Sukrit Mukherjee:
Designing a biomedical information system for clinical assessments and subsequent interventions for mental health and substance abuse YMSM patients of color with HIV utilizing Multidimensional Scaling Analysis and Paired Comparisons Techniques. - Naveen Muthu, Eric D. Shelov, Marc Tobias, Dean J. Karavite, Evan W. Orenstein, Robert W. Grundmeier:
Variability in User Response to Custom Alerts in the Electronic Health Record: An Observational Study. - Stuart Myerburg, Millie Malai:
Improving Automation and Access Using the Vaccine Code Set Management Service. - Annie C. Myers, Samuel Isaac, Ruth M. Masterson Creber, Meghan Reading Turchioe:
Systematic Review of Patient-Facing Visualizations of their Personal Health Data. - Hamid Naderi, Sina Madani, Behzad Kiani, Kobra Etminani:
Similarity of Medical Concepts among Submitted Questions in Community-Driven Consumer Health Websites. - Masaharu Nakayama:
Electronic Phenotyping of Patients with Heart Failure from a National Clinical Information Database. - Denis R. Newman-Griffis, Ayah Zirikly, Pei-Shu Ho, Jonathan Camacho Maldonado, Maryanne Sacco, Alex Marr, Albert M. Lai, Eric Fosler-Lussier:
Automated classification of mobility activities in free text clinical narratives. - Khoa A. Nguyen, Himalaya Patel, David A. Haggstrom, Alan J. Zillich, Thomas F. Imperiale, Alissa L. Russ:
Development and Assessment of Pharmacogenomic Clinical Decision Support for Thiopurine Methyltransferase Utilizing User-center Approach. - Krista M. Nicklaus, Mary Catherine Bordes, Jun Liu, Deepti Chopra, Gregory P. Reece, Summer E. Hanson, Mia K. Markey:
Longitudinal Satisfaction with Information for Breast Reconstruction Patients. - Thomas J. O'Byrne, M. Regina Castro, Che Ngufor, György J. Simon, Pedro J. Caraballo:
Using Electronic Health Record Data to Identify Patients with Prediabetes. - Adetomiwa O. Oguntuga, Jordan Overcash, Nam Nguyen:
Building a LVEF extraction pipeline for SOAP notes. - Kinsley Ojukwu, Christopher L. Simpson, Amol Utrankar, Whitney Allen, Laurie L. Novak, Robert M. Cronin:
Determinants of Medication Adherence in Sickle Cell Disease Using the World Health Organization Model. - Amy L. Olex, Tamás Gál, Majid Afshar, Dmitriy Dligach, Niranjan S. Karnik, Travis Oakes, Brihat Sharma, Meng Xie, Bridget T. McInnes, Julian Solway, Abel N. Kho, William Cramer, F. G. Moeller:
Untapped Potential of Clinical Text for Opioid Surveillance. - Michael Segundo Ortiz, Kazuhiro Seki, Javed Mostafa:
Evaluating Interactive Clustering for Biomedical Information Retrieval. - Anna Ostropolets, Linying Zhang, Jami Jackson Mulgrave, George Hripcsak:
Investigating female-male differences in risk factors for myocardial infarction using OHDSI tools. - Mustafa Ozkaynak:
Developing an Ontology for Daily-Living Routines of Patients with Chronic Conditions. - Bu Kyung Park:
Development and Usability Evaluation of a Facebook-based Program for Pediatric Cancer Patients. - Sulki Park, Hye-Chung Kum, Mark Lawley:
A Case Study of Remote Monitoring Processes in Texas. - Svati B. Patel, Nam Nguyen:
Extracting and Standardizing Social Determinants of Health Diagnosis from Problems List from a Large Ambulatory Electronic Health Record (EHR) Database. - Braja Gopal Patra, Kirk Roberts, Hulin Wu:
A Dataset Recommendation System for Researchers based on Publications. - Michal Patriak, Daniel R. Schlegel:
Using JATS and GraphML as a Standard Form for Clinical Practice Guidelines. - Nicole Pearl, Todd E. Tussing, Esther M. Chipps, Cynthia Sieck, Po-Yin Yen:
Comparing Nurse and Physician Perspectives on Health IT Adaptation. - Sofia Perez, Anuj K. Dalal, Jessica Sousa, Robert S. Rudin:
Adapting a Patient-Reported Outcome App and Practice Model into Primary Care for Treatment of Asthma. - Craig Perkins, Pete Stetson, John Philip:
REDCap Linter 2.0. - Kevin J. Peterson, Hongfang Liu:
A Data-Driven System for Defining Interoperable Semantic Models of Clinical Concepts using HL7 FHIR Profiles: A Proposed Framework. - Andrew B. Phillips, Margarita Sordo:
Agent Based Model to Evaluate Simple Behavioral Changes on Individual Health Over Time. - Michael R. Phillips, Christopher J. Tignanelli, Saif Khairat, Arlene E. Chung:
Clinical Decision Support Systems in Pediatric Surgery: a Scoping Review. - David J. Pierce:
Implementing Data Governance for Precision Health. - Malvika Pillai, Karthik Adapa:
Augmenting Quality Assurance Measures in Radiation Oncology with Machine Learning. - Nicholas R. Piniella, Kerrin Bersani, Kumiko O. Schnock, Pamela M. Garabedian, David W. Bates, Jeffrey L. Schnipper, Anuj K. Dalal:
Developing an Electronic Chart Review Tool to Identify and Assess Diagnostic Errors in the Acute Care Setting. - Christie Pizzimenti, Claire Ramey, Kari A. Stephens, David A. Dorr:
Improving Post-traumatic Stress Disorder (PTSD) Detection and Treatment After Traumatic Brain Injury (TBI). - Joseph M. Plasek, John Weissert, Kourosh Ravvaz:
Harmonizing Oncology Data from Multiple Institutions with the Observational Medical Outcomes Partnership's Common Data Model. - Lu Pu, David C. Kaelber:
Using "Big Data" to Determine Prevalence of Side Effects of Chemotherapy in Breast Cancer Patients. - Zhenhong Qu, Jason G. Jin, Keran Zhao, Elaine Qu, Kimberly Pieters:
A Modular Web Application Offers Flexibility and Adaptability to Cope with Frequent Structural Updates in Pathology Cancer Reporting. - Samir Rachid Zaim, Ahyoung Amy Kim, Colleen Kenost, Helen Zhang, Yves A. Lussier, Vignesh Subbian:
DSL-TEACH: Data Science Literacy Training to Enhance Approaches for Clinical decision-making in Healthcare. - Christina L. Radloff, Jia-Wen Guo, Katherine A. Sward:
Evaluating EHR Data Availability for Cancer Pain Research. - Mohammad Ishtiaque Rahman, Günes Koru:
Addressing the Pressing Home Care Coordination Challenges and Opportunities: A Literature Review. - Protiva Rahman, Erinn Hade, Courtney Dewart, Yuan Gao, Courtney L. Hebert:
Predicting Empiric Antibiotic Coverage based on Patient Factors. - Sripriya Rajamani, Ann Kayser, Sarah Boneske, Hanna Chakoian, Emily Emerson, Sarah Solarz:
Approaches to Pilot Testing of Electronic Exchange of Infectious Diseases Case Report Data to Public Health Disease Surveillance System in Minnesota. - Pallavi Ranade-Kharkar, Benjamin Chisum, Kathryn Gibb Kuttler:
Clinical Trials Process Framework to Optimize Clinical Research Operations. - Stephanie Raps:
eHealth in Military Primary Care: How Consumers Engage Electronically with the Military Health System. - Meghan Reading Turchioe, Lisa V. Grossman, Annie C. Myers, Ruth M. Creber:
Visualizations to Communicate Risk in Patient Reported Outcomes. - Chantelle Recsky, Lorraine Blackburn, Allison Muniak, Kathy L. Rush, Maura MacPhee, Leanne M. Currie:
Technology-Mediated Adverse Events in Community and Primary Care. - Blaine Reeder, Haley Molchan, Eric Gutierrez, Ewelina Pena, Kelly Caine, George Demiris, Katie A. Siek, Kay Connelly:
HomeSHARE: Implementing Multi-Site Smart Technology Infrastructure. - Daniel Reischl, Isabella Eigner, Freimut Bodendorf, Jonathan L. Schaffer, Nilmini Wickramasinghe:
Initial Phase of Developing a Model to Predict Unplanned Readmissions in the Australian Private Healthcare Sector before they Occur: the Case of Hysterectomy. - Joshua E. Richardson, Laura H. Marcial, Blackford Middleton, Kensaku Kawamoto, Jerome A. Osheroff, Beth Lasater, Barry H. Blumenfeld:
Promoting Trust, Standards, and Real-World Applications for Patient-Centered Clinical Decision Support. - Safiya Richardson, Thomas G. McGinn, Simon Jones, Joeseph Palmisano, Sara Kuppin Chokshi, Catherine Dinh-Le, Rebecca Grochow Mishuris, Linda Park, Paul D. Smith, Ainsley Huffman, Sundas Khan, Rachel Hess, David A. Feldstein, Devin M. Mann:
Racial Disparity in Clinical Decision Support Use for Acute Upper Respiratory Infection. - Albert W. Riedl, Irene Cortes-Puch, Ernest P. Stewart, Nick R. Anderson, Jason Y. Adams:
Semi-automated clinical data annotation framework using web-based RedCap and Jupyter Notebook Tools. - Jordon B. Ritchie, Lewis J. Frey, Jean-Baptiste Lamy, Heath Morrison, Brandon M. Welch:
Using Ontology-Driven Decision Support For Hereditary Cancer Risk Assessment. - Rebecca L. Rivera, Saurabh Rahurkar, Brian E. Dixon, Joshua R. Vest, Nir Menachemi, Ying Zhang, Julia Adler-Milstein, Titus K. Schleyer:
Towards Measuring Real-World vs. Theoretical Impact: Development of an Enhanced Method for Evaluating Health Information Exchange (HIE). - Mitra Rocca, Md Rashedul Hasan:
Application of Semantic Web Technology to regulations. - Ronald E. Romero Barrientos, Lucy C. Stein, Laura C. Schubel, Christine Laccay, Mark Townsend, Aaron Z. Hettinger, Kevin Chaney, Kristen E. Miller:
Mobilizing Million Hearts: Using Workflow Analysis In The Optimization Of Clinical Decision Support Tools. - Don Roosan, Huy C. Truong, Jay Chok, Moom R. Roosan:
PGxKnow: A Pharmacogenomics Educational Application in Augmented Reality. - Lauren M. Rost, Erik Wright:
Retrospective analysis of electronic health records reveals the ineffectiveness of a prescribing intervention. - Justin F. Rousseau, Juan Diego Rodriguez, Jared Abrams, Alex Liu, R. Nick Bryan:
Combining Forces for MRI Brain: Natural Language Processing of Radiology Reports with Structured Documentation. - Elise L. Ruan, Joshua M. Pevnick:
Clinical Decision Support for De-Implementation: Removing an Overused CK Order from an Order Set Reduces CK Ordering. - Victor M. Ruiz, Jorge A. Gálvez, Michael Goldsmith, Maryam Y. Naim, Alejandro Lopez-Magallon, Ricardo Munoz, Rich Tsui:
Leveraging temporal patterns in physiological variables for prediction of critical events in single ventricle infants. - Beatriz Ryan-Lora, Fernanda C. Polubriaginof, Irma J. Alarcon, Niurka M. Suero-Tejeda, Lisa V. Grossman, Ruth M. Masterson Creber, David K. Vawdrey:
Reasons for non-participation in an inpatient acute health portal randomized controlled trial among hospitalized patients. - Hamideh Sabbaghi, Sina Madani, Narsis Daftarian, Fatemeh Suri, Abbas Sheikhtaheri, Proshat Saviz, Farid Khorrami, Hamid Ahmadieh:
A Novel Classification of Inherited Retinal Dystrophies. - Sylvester Sakilay, Danne C. Elbers, Scott Doyle, Luis E. Selva, Brett R. Johnson, Nhan V. Do, Peter L. Elkin:
Workflow Pipeline for Medical Image Data Curation and Sharing. - Sameh N. Saleh, Ezimamka Ajufo, Richard Medford:
Crowdfunding Medical Care: An Exploratory Comparison of Canada, the United Kingdom, and the United States. - Abraham Saraya, Simita Mishra, Patricia Folan, Nathaniel Brown, Michael I. Oppenheim, Jan Horsky:
eReferral for Enrollment in Smoking Cessation Programs. - Max E. Savery, Melanie Huston, James G. Mork, Olga Printseva, Susan Schmidt, Alastair R. Rae, Dina Demner-Fushman:
Evaluation of System for Selective Indexing Classification. - Abhivyakti Sawarkar, Robert Ball:
Predicting adverse event reports in FDAs Adverse Event Reporting System FAERS more likely to be useful for causality assessment. - Jenna Schabdach, Vincent Schmithorst, Vince Lee, Rafael Ceschin, Ashok Panigrahy:
Identifying Population Subgroups in Neuro-fMRI Using Unsupervised Machine Learning. - Juliane Schneider, Marc Ciriello, Jessica Zhang, Ankit Panchamia, Xavier Haurie, Thomas Naughton, Diane Keogh, Douglas MacFadden:
Improving Discoverability of Educational Resources for Clinical and Translational Scientists: Adapting the eagle-i Platform and a Proof-of-Concept Educational Resource Ontology. - Thomas M. Schneider, Ila Singh, Bruce Darrow, Joseph L. Kannry:
Simpler is Better: Case Studies of Clinical Decision Support for Laboratory Utilization/Stewardship. - Martin Schotel, Karen Bavuso, Melinda Wong, Saverio M. Maviglia, Roberto A. Rocha, Man Wai Chan:
Review of Medical Device Nomenclatures and Classification Systems. - John Schrom, Vijan Joshi, Colleen Bouey, Allison Gilmore:
Associating Chief Complaints with Electronic Health Record Activity to Decrease Provider Administrative Burden. - Elaheh ShafieiBavani, Antonio Jimeno-Yepes:
Neural Relation Extraction from Biomedical Literature. - Soham Shah, Peter Nguyen, Manisha K. Shah, Hamed Abbaszadegan:
Predicting Acute Care Utilization (ER Visit and Hospitalization) due to Social Determinants of Health Factors. - Sonam N. Shah, Carlos A. Ortega, Suzanne V. Blackley, Kimberly G. Blumenthal, Foster R. Goss, Paige G. Wickner, Diane L. Seger, David W. Bates, Li Zhou:
Enhancing Allergy Documentation in a Commercial EHR System. - Marianne Sharko, Hannah K. Galvin, Susan Kressley, Joseph Schneider, Fabienne C. Bourgeois, Feliciano B. Yu, Matthew K. Hong, Lauren Wilcox, Jessica S. Ancker:
National Working Group to Standardize the Identification of Sensitive Data Elements to Support Patient Privacy. - Brihat Sharma, Majid Afshar, Dmitriy Dligach, Robert Kanie, Elizabeth Salisbury-Afshar, Niranjan S. Karnik, Cara Joyce:
Identification of Latent Subtypes of Patients with Opioid Misuse. - Lincoln Sheets, Emmanuelle Wallach, Mirna Becevic:
Do Urban and Rural Patients Use Telemedicine Differently? - Feichen Shen, Yiqing Zhao, Hongfang Liu:
Leveraging a Data-Driven Strategy to Enrich Rare Disease Knowledge. - Jianlin Shi, Kensaku Kawamoto, Wendy Kohlmann, Danielle L. Mowery, Richard L. Bradshaw, Subhadeep Deep, Wendy W. Chapman, Guilherme Del Fiol:
Extracting Disease Onset from Family History Comments in the Electronic Health Record using Fast Healthcare Interoperability Resources. - Akiko Shibuya, Jimpei Misawa, Rie Ichikawa, Yukihiro Maeda, Izumi Ikeda, Mihoko Koshida, Teruyoshi Hishiki, Yoshiaki Kondo:
The impact of emotion on medication errors: A text mining analysis approach. - Zvika Shinar, Veronica Maidel, Patricia C. Dykes, Dalia Argaman, David W. Bates:
Predicting Patient Deterioration Using Continuous Monitoring and Concepts from the Field of Sports. - Ali Shojaee Bakhtiari, Kristin Wallace, Alexander V. Alekseyenko:
Multivariate Pathway Enrichment Analysis for Interpreting Expression Profiles. - Evan Sholle, Spencer Krichevsky, Sajjad Abedian, Prakash Adekkanattu, Diana Jaber, Niamh Savage, Joseph Scandura, Thomas R. Campion Jr.:
Automated Information Extraction to Support Response Assessment in Myeloproliferative Neoplasms. - Amna A. Siddiqui, Syed A. Rizvi, Jawad Ahmed, Asif Syed, Paul A. Fontelo:
Information Seeking Practice Among Healthcare Professionals in Pakistan: A Review of Current Trends and Needs. - Michael Simonov, Silvio Izucchi, Francis Wilson:
Preventing inpatient hypoglycemia: A predictive model built from multi-center EHR data. - Shyamashree Sinha, Robert Lee, Sarah Mullin, Jinwei Hu, Arlen Brickman, Angie Li, Peter L. Elkin:
Adverse Events Monitoring for Medication Assisted Treatment of Opioid Use Disorder: Using Healthcare Data Interoperability to Inform Practice. - Liron D. Sinvani, Kayla Finuf, Michael Qiu, Renee Pekmezaris, Jan Horsky:
Duplicate Laboratory Testing in the Context of Patient Care Transitions. - Kirk E. Smith, William C. Bennett, Lawrence Tarbox, Tracy S. Nolan, Geri Blake, Justin S. Kirby, John B. Freymann, Fred W. Prior:
The Cancer Imaging Archive (TCIA), NCI's Imaging Data Resource. - Andrey Soares, Heather Coats, Paula M. Meek, Terrah F. Akard, Ardith Doorenbos, Lisa Schilling:
Sentiment analysis methodologies of patient narratives: A descriptive study. - Sarah Solarz, Ann Kayser, Sarah Boneske, Hanna Chakoian, Sripriya Rajamani, Emily Emerson:
An Informatics Governance Model for a Shared Electronic Disease Surveillance System in Public Health: Minnesota Perspective. - Christian Sommerhalder, Karel Capek, Xuyang Liang, Andrzej Kudlicki, Celeste C. Finnerty, Suresh K. Bhavnani:
Why is Data Harmonization Difficult? Towards a Taxonomy for Structuring the Mapping of Variables between Data Models. - Wenyu Song, Linying Zhang, Emily Gill, Jeremiah Zhe Liu, Adam Wright:
Personalized treatment for type 2 diabetes using weighted k-nearest neighbors. - Spencer L. SooHoo, Anil Goud, Benjamin Robbins, Pamela Roberts, Lyna Truong, Harold Moyse, Shao-Chi Huang, Lilith Huang, Donaldo Rodriguez, Richard Riggs:
Single-FILE: A Treatment for Multiple Digital Identity Disorder. - Alfred Sorbello, Md Rashedul Hasan, Henry Francis, Mitra Ahadpour:
Detection of Opioid Overdose Cases from Electronic Health Records: A Pilot Study using Data Collected from the MIMIC III Database. - Philip H. Sossenheimer, Olivia Yvellez, Anoop M. Mayampurath, Samuel L. Volchenboum, David T. Rubin:
A structured approach to working with wearable health data: lessons learned from the University of Chicago IBD biosensor study. - Cooper Stansbury, Colin Gross, Veena Panicker, Zach Landis-Lewis:
Toward large-scale management of clinical quality dashboard visualizations: The Performance Summary Display Ontology. - Daniel M. Stein, Eugenia Kim, Keri Martin, Jennifer Kim, Aaron Ostrovsky, You Chung Jr., Melissa Zimmermann, Tham Nguyen, Eric Schmitz, Christina Ward, Maritza Rosa, Greg Jordan, MaryAnn Connor, Julianne Ruggiero, Rachel Bright, Jill Ackerman, Farid Boulad, Peter D. Stetson:
Patient-Centered Care Team Communication and Coordination Tools in a Pediatric Ambulatory Cancer Care Center. - Samantha Stonbraker, Carmela Alcántara, Silvia Amesty, Maureen George, Ana F. Abraído-Lanza, Mina Halpern, Suzanne R. Bakken, Rebecca Schnall:
Use of Information Visualization to Enhance HIV-Related Clinical Interactions. - Norman Stone, Carol A. Bean, Thomas A. Neal, Karl J. Stiller, David Schmidt, Andrew Holdaway, Lauren Thompson:
Applying SNOMED CT Concepts to CPT Codes: Enabling Consistent Queries for Health Services Researchers, and Specialty-specific and Visit-specific Views of Patient Information. - Olga Strachna, Alexander J. Tanchoco, Stuart M. Gardos, Wazim Narain, Peter D. Stetson:
Accelerating Self - Service Analytics and Rapid Data Exploration using a Custom Tableau Web Data Connector (WDC) to REDCap. - Gillian Strudwick, Jane Paterson, John Fernandes, Kimberly Hunter, Sheldon Hubert:
Initial findings of embedding safety alerts in a psychiatric electronic health record system. - Theresa C. Sudaria, Nam Nguyen:
Mapping Unstructured Diagnoses to ICD10 using Natural Language Processing and Web-Scraping. - Dawn E. Sugarman, Alisa B. Busch, Jeanhee Chung, Patricia P. O'Rourke:
IRB Policies Around Initial Contact for Targeted Research Recruitment at Academic Medical Centers: A Preliminary Report. - Walton Sumner:
Plausible links from soil nutrients to human diets and obesity. - Teresa Taft, Chuck Norlin, Heidi Kramer, Charlene R. Weir:
Refinement of Underutilized Health Technology Tools Through Usability Studies. - Ahmad P. Tafti, Edin Cubro, Hongfang Liu, Brian W. Pickering, Vitaly Herasevich:
Privacy-preserving and non-intrusive video recognition technique to count the number of patient room visits during patient deterioration: a simulation study. - Abdul A. Tariq, Rohit Chaudhry, Natalie Yip, Kui Tang, Ryan DeCosmo, Ruchi Shah, Robert A. Green, David K. Vawdrey:
Implementing a System for Predicting and Notifying When Patients are At-Risk for Acute Physiologic Decompensation. - Willi L. Tarver, Omar Bouhaddou, Nitin Jain, Brian E. Dixon:
Identifying Non-VA Care Encounters using ADT Messages: Early Data from Two VA Medical Centers. - Christopher Tenore, Francesco Callipari, Michael Procino, Catherine K. Craven, Thomas Schneider, Joseph L. Kannry, Bruce Darrow:
Mount Sinai Health System Strategy for Conducting Electronic Health Record Use Optimization to Decrease Physician Frustration and Burnou. - Jeritt G. Thayer, Jeffrey M. Miller, Jeffrey W. Pennington:
Fault-Tolerant, Distributed, and Scalable Natural Language Processing with cTAKES. - Bryan Thorne, Jason A. Lyman, Rena Morse, Bethany Sarosiek, Page Muthusubramanian, Traci Hedrick, David Y. Ling:
The More You Know: Displaying Individualized MME Reports During Discharge Order Entry Reduces Opioid Prescribing. - Thorsten Tiede, Oliver Kohlbacher:
Biological Network Knowledge in Molecular Tumor Boards. - Dante A. Tolentino, Sheila M. Gephart:
From User Experience to Digital Health Adoption (UXA): A Synthesized Framework to Guide Nursing Science. - Tim Trautman, Jenifer E. Stelmack, Amy D. Caudill, James R. Peterson, Rebecca Gibbs, Maria Souden:
Cross-Organizational Knowledge Sharing in the Department of Veterans Affairs (VA) to Create a Central Gateway to Information About VA Data. - Bengisu Tulu, Cynthia LeRouge, Nelson King, Spurthy Dharanikota:
Addressing the Challenges of Telemedicine Implementation Using a Critical Success Model Approach. - Alexander Turchin, Joonghee Kim, Sammy Elmariah:
Canary Library: a Sharing and Learning Community for NLP Developers. - Gary Underwood, Andrew Trice, Youngjun Kim, Jean-Karlo Accetta, Stéphane M. Meystre:
Text De-Identification Impact on Subsequent Machine Learning Applications. - Kim M. Unertl, Joyce M. Harris, Shilo Anders, Laurie L. Novak, Taylor Avery, Peggy Cunningham, Carrie Reale, Patricia Sengstack, Nancy M. Lorenzi:
One Year After the Big Bang: "Things are going ok". - Jonathan M. Vajda, J. Neil Otte, Cooper Stansbury, Marcelline R. Harris, Frank J. Manion, Cui Tao:
Refactoring and Expanding the Informed Consent Ontology (ICO). - Patrick Van Nieuwenhuizen, Jacqueline M. Soegaard Ballester, Priya Joshi, Subha L. Airan-Javia:
Mind the Gap: Revolutionizing the EHR Downtime Experience with an interoperable Workflow Tool. - Uma M. Vangala, Yurima Guilarte-Walker, Doug Buell, Keith Pelletier, Katherine Lazuriaga, Jomol P. Mathew:
OMOP Based Data Pipelines for Consistent Results in Cohort Identification Tools. - Jacqueline Vaughn, Allison A. Lewinski, Anna Diane, Janee Stevenson, Ryan J. Shaw:
Patient Perceptions of Data Visualizations in Diabetes Self-Management. - Natalia Viani, Hegler Tissot, Ariane Bernardino, Sumithra Velupillai:
Time Expression Annotation for Multiple Clinical Specialties. - Cyd Charisse Villalba, Sara Berger, Steve Martin, Pete Stetson, Wazim Narain, Joeury Nunez, Tiffanny Newman, Patrice Schwegman, Rita Reynolds Silverberg, Patrick Samedy, Dhruvkumar Patel:
Enabling Data Democratization - Interactive Graphical Representations of Unplanned Readmissions for Cancer Patients. - Kavishwar B. Wagholikar, Christina M. Fischer, Alyssa P. Goodson, Christopher Herrick, Taylor Maclean, Katelyn Smith, Liliana Fera, Thomas Gaziano, Jacqueline Dunning, Joshua Bosque-Hamilton, Lina Matta, Eloy Toscano, Brent Richter, Layne Ainsworth, Michael Oates, Samuel J. Aronson, Calum A. MacRae, Benjamin Morgan Scirica, Akshay S. Desai, Shawn N. Murphy:
Dynamic Phenotyping to facilitate Accrual for Prospective Clinical studies: A Case Study in Heart Failure. - Jinglu Wang, Yalini Senathirajah:
Integrative workflow for lung cancer clinical decision support: needs and opportunities. - Jingqi Wang, Yaoyun Zhang, Hua Xu:
CLAMP-ATR: A deep learning pipeline for attribute recognition of clinical concepts. - Liwei Wang, Suzette J. Bielinski, Paul A. Decker, Jill M. Killian, Nicholas B. Larson, Rui Zhang, Hongfang Liu:
Association between Cardiotoxic Chemotherapy and Myocardial Infarction. - Shi-Yi Wang, Fuad Abujarad:
Design and Evaluation of a Decision Support Risk Calculator for Radiotherapy for Older Women with Early-stage Breast Cancer. - Yanshan Wang, Sunghwan Sohn:
Trajectories of Functional Status of Cognitively-impaired Patients in EHRs. - Yanshan Wang, Andrew Wen, Sijia Liu, Jennifer L. St. Sauver, Adil E. Bharucha, Chunhua Weng, Hongfang Liu:
Clinical Use of an Information Retrieval Framework for Cohort Discovery from Electronic Health Records. - Pradnya P. Warnekar, Jaqui Parker, Carol A. Bean, Daniel Territo, Lauren Thompson:
Analysis and Resolution of Medication Terminology Errors to Achieve Semantic Interoperability between the Department of Veterans Affairs and Department of Defense. - Nich Wattanasin, Taowei David Wang, Vivian S. Gainer, Shawn N. Murphy:
Scalable Process to Generate Aggregated Patient Data for Analysis. - Emily C. Webber, Courtney Hines, Leiza Schmoll, Danyelle Binko, Jason Schaffer, Seung Park:
Great expectations: patient response to portal invitations to contribute to their electronic medical records. - Kevin K. Wiley, Casey Balio, Marion Greene, Joshua R. Vest:
Using natural language processing to detect opioid use disorder in the emergency department. - Karmen S. Williams, Neel A. Shimpi:
Exploration of the Dental Informatics Working Group in the American Medical Informatics Association. - Nick Williams, Sigfried Gold, Vojtech Huser, Kin Wah Fung, Craig S. Mayer:
Automated Discovery of Common Data Elements in HIV Clinical Trials Using an Interaction Network. - Dana M. Womack, Michelle R. Hribar, Paul Gorman:
Discovery of Nurse-Patient Assignment in Medication Dispensing Data. - Melinda Wong, Karen Bavuso, Emily Man Wai Chan, Martin Schotel, Saverio M. Maviglia, Roberto A. Rocha:
Recommendations for a Medical Device Knowledge Base. - Joy T. Wu, David W. Grant, Shrey Lakhotia, Patrick D. Tyler, Daniel F. Gruhl, Chaitanya Shivade, Sebastian Gehrmann, Leo A. Celi:
Identifying documented medical non-adherence from clinical notes using natural language processing. - Jianji Yang, Chun J. Sun, Mika Asher, Gerald Kohler:
Development of a Consult Management Tool to Streamline Consult Scheduling Process and Improve Staff Satisfaction. - Qing Ye, Richa Patel, Uzma Z. Khan, Suzanne Austin Boren, Min Kim:
Do People with Diabetes Receive Balanced Diabetes Self-Management Education? An Analysis of Clinic Notes against AADE7TM Principles. - Jingzhi Yu, Farhad Ghamsari, Samuel Ross, Vesna Mitrovic, Abel N. Kho:
Visualizer for Evaluating Adherence to Evidence-Based Guidelines. - Weichao Yuwen, Uba Backonja, Maggie Bromberg, Natalie Donahue, Michelle Garrison, Sarah Ringold, Teresa M. Ward:
Participatory Design of a Web-Based Intervention for Parents to Improve Sleep in Young Children with Arthritis. - Akshay Zagade, Vishal Vernekar, Shek-Wayne Chan, Kavishwar B. Wagholikar, Rupendra Chulyadyo, Yuri Ostrovsky, Alyssa P. Goodson, Ameet Pathak, Christopher Herrick, Shawn N. Murphy:
Plugin for importing spreadsheets into Informatics for Integrating Biology and the Bedside platform. - Xiaohui Zhang, Yaoyun Zhang, Qin Zhang, Yuankai Ren, Jianhui Ma, Qiang Sun:
Precision medicine for breast cancer: extracting rich genetic and phenotypic information from Chinese clinical narratives. - Yili Zhang, Urmita Banerjee, Günes Koru:
Challenges and Opportunities of Data Quality Improvement in Healthcare Organizations. - Yiye Zhang, Yonaka Harris, George Alexopoulos, Adam Stracher, Elizabeth Ross, Rainu Kaushal, Jyotishman Pathak:
A Survey of Clinicians' Perception of Pharmacogenomics Testing for Antidepressants. - Zhan Zhang, Caleb Wilson, Zhe He:
Contextualizing Consumer Health Information Seeking. - Juan Zhao, QiPing Feng, Patrick Wu, Joshua C. Denny, Wei-Qi Wei:
Deep Learning Using Electronic Health Records and Genetic Data to Predict Cardiovascular Diseases. - Yiqing Zhao, Yanshan Wang, Paul R. Kingsbury, Michael Panzer, Richard Van Ert, Hongfang Liu:
Summarization of Patient Education Material for New Media Platform. - Vivienne J. Zhu, Christine M. Carr, Kit N. Simpson, Roberta Dawson, Alyssa Rheingold, Leslie A. Lenert:
Automatically Identifying Intimate Partner Violence from Clinical Narratives for Emergency Department. - Ayah Zirikly, Denis R. Newman-Griffis, Julia Porcino, Pei-Shu Ho, Jonathan Camacho Maldonado, Maryanne Sacco, Alex Marr:
Bootstrapping a Mobility Dictionary from a Seed Set.
Systems Demonstration
- Shafa Al-Showk, Chris Moesel, Sharon Sebastian, Ginny Meadows, Steven Bernstein, Mary Nix, Edwin A. Lomotan:
Authoring and Integrating Interoperable Clinical Decision Support: CDS Connect Open Source Tools. - Richard L. Bradshaw, Kensaku Kawamoto, Guilherme Del Fiol:
FHIR and CDS Hooks-Based Clinical Decision Support Platform for Population Health Management: a Use Case in Genetic Counseling for Familial Cancer Risk. - Kristijonas Cyras, Jesús Domínguez, Amin Karamlou, Denys Prociuk, Vasa Curcin, Brendan Delaney, Francesca Toni, Kalipso Chalkidou, Ara Darzi:
ROAD2H: Learning Decision Support System for Low- and Middle-Income Countries. - Jesús Domínguez, Elliot Fairweather, Brendan Delaney, Vasa Curcin:
Towards a digital platform for management of randomised controlled trials across multiple electronic health record vendors. - Adam G. Dunn, Paige Martin, Florence T. Bourgeois:
Using trial2rev to support timely and efficient systematic review updates. - Chun-Ju Hsiao, Joseph Blumenthal, Deliya B. Wesley:
Demonstrating the Collection and Integration of Standardized Patient-reported Outcome Data Using a SMART on FHIR® Application. - Kensaku Kawamoto, Douglas Martin, Claude J. Nanjo:
Evidence-Based Care Made Easy: University of Utah's SMART on FHIR Platform for Chronic Disease Management and Health Maintenance. - Michael Keller, John Ilekis, Alexandra Shlionskaya, Christopher Ferguson, Archana Mohale:
A Molecular Research and Discovery Platform for Placental Research: the Placental Atlas Tool (PAT). - Alyssa Long, Alexander Glogowski:
NIAID Tuberculosis Data Exploration Portal: A Public Analytics Platform. - Chris Moesel, Kristen Valdes, Ginny Meadows, Shafa Al-Showk, Quyen Ngo-Metzger, Sharon Sebastian, Edwin A. Lomotan:
Interoperable Consumer Decision Support: CDS Connect and b.well. - John Philip, Rimma Belenkaya, Pete Stetson:
MSK-EXTRACT's Shopping Cart: Integrating Ontology with REDCap. - Anil Sethi:
Killing Cancer with Data: Solving Cancer Data "Interoperability" with Portability Through the Patient. - Alexander J. Tanchoco, Olga Strachna, Stuart M. Gardos, Jonathan M. Wills, Joseph Lengfellner, Andrew Zarski, Ilya Sher, Mike Piscitelli, Peter D. Stetson:
Development, Design and Security Features of a REDCap -Tableau Web Data Connector (WDC) to Facilitate Operational and Clinical Self- Service Analytics. - Susan Tenney, Alexandra Shlionskaya, Michael Keller, Alexandra Dawson, Alissa Fujimoto, Andrijana Dabic, Rajni Samavedam:
Maximizing Value from Shared Research Data - The NICHD Data and Specimen Hub (DASH). - Daniel J. Vreeman, Timothy Briscoe, John Hook, Steven Wagers, James Agnew, Swapna Abhyankar:
An API for LOINC release content using FHIR Terminology Services. - Kavishwar B. Wagholikar, Vishal Vernekar, Akshay Zagade, Yuri Ostrovsky, Shek-Wayne Chan, Alyssa P. Goodson, Ameet Pathak, Corey Glynn, Christopher Herrick, Shawn N. Murphy:
Stratification of Patient Population for enabling data-driven Clinical Interventions using I2b2.
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