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AMIA 2020: Virtual Event, USA
- AMIA 2020, American Medical Informatics Association Annual Symposium, Virtual Event, USA, November 14-18, 2020. AMIA 2020
Panel
- Julia Adler-Milstein, Christian Rose, Michael D. Wang, Michelle R. Hribar, Adam Rule:
Audit Logs Offer New Insights into Care Processes and Outcomes. - Alexander V. Alekseyenko, Leslie A. Lenert:
Informatics Challenges of COVID-19 Crisis: A Comprehensive Response from An Academic Health System. - Natalie C. Benda, Meghan Reading Turchioe, Ruth Masterson Creber, Marianne Sharko, Jessica S. Ancker:
Data Sharing does not Equal Knowledge Sharing: Applying a Work Systems Perspective to Improve Communication of Health Data. - Steve Bernstein, Jerome A. Osheroff, Maria Michaels, Brian S. Alper, Blackford Middleton:
A Multi-Stakeholder Roadmap for Care Transformation - the AHRQ evidence-based Care Transformation Support (ACTS) Initiative. - Damian A. Borbolla, Catherine J. Staes, Laura K. Heermann Langford, Viet Nguyen:
Education on FHIR: multi-disciplinary perspectives to incorporate FHIR in health informatics training initiatives. - Aziz A. Boxwala, Matthew Burton, Hank Head, Vipul Kashyap, Kevin Larsen, Davide Sottara:
Can or Should a clinical SME author CDS Content? - Thomas R. Campion Jr., Fadia Shaya, Daniel Robins, Rachel Brody, Joseph Finkelstein:
Electronic Consenting to Catalyze Patient-Oriented Translational Clinical Research. - Robert J. Carroll, Kristin Wuichet, Charles Phillips, Michelle Holko, Allison P. Heath:
Curating Data and Communicating Quality for Impact in a FAIR World. - Kevin J. Chaney, Teresa Zayas-Cabán, Paul J. White:
Improving Access to Interoperable Data for Research. - Wendy W. Chapman, Adela Grando, Merida L. Johns, Guergana Savova, Maia Hightower:
Training Women for Leadership in Informatics and Digital Health: A Report from the Inaugural Women in AMIA Leadership Program. - Sarah Collins Rossetti, Amanda J. Moy, Min-Jeoung Kang, Jessica M. Schwartz, Kenrick Cato:
Mixed-Methods Approaches to Understanding, Measuring, and Reducing Clinical Documentation Burden. - Theresa Cullen, Felix Holl, Mengchun Gong, Andrew S. Kanter, Polun Chang:
Low-to-Middle-Income Country (LMIC) National and Regional Responses during Epidemic Situations and COVID-19: The Role of Informatics in Prevention, Preparation, Control, and Management. - Evelyn Gallego, Sarah C. DeSilvey, Joseph Lugo, Walter Suarez, Albert Taylor:
The Gravity Project: An SDOH Data Coding Collaborative. - Stephanie Garcia, Thomas George Kannampallil, James L. Hellewell, Viet Nguyen, Casey Thompson:
Generating Synthetic Health Data to Accelerate Patient-Centered Outcomes Research (PCOR) and Health Information Technology. - Justin Guinney, Subha Madhavan, Melissa A. Haendel, Alex H. Wagner, Ratna R. Thangudu:
Global research consortia and data harmonization projects drive the clinical interpretation of cancers. - Tina Hernandez-Boussard, Juan Antonio Lossio-Ventura, Ania Syrowatka, Wenyu Song, Patricia C. Dykes:
Standardizing Opioid Prescriptions across Systems: Challenges, Strengths, and Opportunities. - William R. Hersh, Gretchen P. Jackson, Marc S. Williams, Colin G. Walsh, David A. Dorr:
Translational Research of Machine Learning and Artificial Intelligence Advances in Clinical Settings - Experiences and Challenges. - Pamela E. Hoffman, Emily C. Webber, John Scott, Jonathan D. Hron, Theresa Cullen:
Operationalizing Telehealth During the COVID-19 Outbreak. - John H. Holmes, Riccardo Bellazzi, Carlo Combi, Jason H. Moore, Niels Peek:
Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future. - George Hripcsak, David M. Blei, Elias Bareinboim, Martijn J. Schuemie, Linying Zhang:
Causal Inference from Observational Healthcare Data: Implications, Impacts and Innovations. - Chun-Ju (Janey) Hsiao, Danica Marinac-Dabic, Shin Kim, Angela Dobes, Susan Lumsden:
Innovative Tech Solutions Making Data More Accessible for Patient-Centered Research. - Pei-Yun Sabrina Hsueh, Jose F. Florez-Arango, Craig E. Kuziemsky, Christian Nøhr, Vimla L. Patel, Xinxin Zhu:
New Care Delivery Models for Critical Responses: Case Studies of E-enabled Patient-Provider Communication in Context. - Kensaku Kawamoto, Bryn Rhodes, Eugenia R. McPeek Hinz, Jana Malinowski, David Hurwitz:
Building on Success: Standards-Based Decision Support in Commercial EHRs. - Gilad J. Kuperman, Andrew Wagner, Everett Weiss, Catherine M. DesRoches:
Sharing Clinical Documentation with Patients in Oncology Settings. - Steven E. Labkoff, Leon Rozenblit, Alexander Elbert, Rimma Belenkaya:
Building Actionable Rare Disease Registries in the age of EHRs to Power Personalized Medicine: Lessons Learned in Standards, Data Models, Data Engineering, Patient Inclusion, and Regulatory Challenges. - Tiffany I. Leung, Jessica S. Ancker, James J. Cimino, Hillary Ross, Huanmei Wu:
An Unseen Art: Writing Letters of Support and Nomination to Promote Diversity, Equity, and Inclusion in Informatics. - Ron C. Li, Naveen Muthu, Margaret Smith, Swaminathan Kandaswamy, Jonathan H. Chen:
It's not just a last mile problem: Partnering with process improvement and human factors to integrate machine learning into healthcare delivery. - Hongfang Liu, Xiaoqian Jiang, Serguei V. S. Pakhomov, Chunhua Weng, Hua Xu:
The Open Health Natural Language Processing Collaboratory. - Michael E. Matheny, Stephen L. Luther, William T. Roddy, Cynthia Brandt, Joseph J. Erdos:
Pain Management Collaboratory Coordinating Center (PMC3): Insights from Multiple Work Groups for Clinical Research Informatics Support. - Allison B. McCoy, Sayon Dutta, David M. Rubins, Marc Tobias, Adam Wright:
Data-Driven Approaches for Improving Clinical Decision Support Across Multiple Healthcare Organizations. - Stéphane M. Meystre, Jonathan C. Silverstein, Guergana Savova, Valentina Petkov, Bradley A. Malin:
De-Identification of Clinical Text: Stakeholders' Perspectives and Acceptance of Automatic De-Identification. - Timothy A. Miller, Dmitriy Dligach, Fei Wang, Yuqi Si, Funda Meric-Bernstam:
Learning Patient Representations from Electronic Health Records across Diverse Data Types. - Jenna M. Norton, Alyson Goodman, Maria Michaels, Richard A. Taylor, Aldren Gonzales:
Harnessing the Potential of Electronic Health Records for Patient-Centered Outcomes Research. - Evan W. Orenstein, Juan D. Chaparro, Emily C. Webber, Naveen Muthu:
Clinical Decision Support for Health Maintenance Interventions in Acute Care Settings: Three Approaches to Promoting Influenza Vaccine. - Vaishali Patel, Julia Adler-Milstein, Jordan Everson, David Kendrick, Michael Berry:
The Role of Health Information Exchange Organizations in Enabling Exchange at the Regional, State and National Level. - Samantha I. Pitts, Michelle Chui, Charlie Oltman, Tolu Akinwale:
Implementation of Electronic Prescription Cancellation: A Tale of Two Health Systems, a Retail Pharmacy, and the Evolution of the CancelRx Standard. - Meghan Reading Turchioe, Natalie C. Benda, Lisa Grossman Liu, Fei Wang, Kristen E. Miller:
Designing a window into the "black box": User-centered design for improving interpretability of predictive models. - Faisal Reza, Pradeep Podila, Mayer Antoine, Saugat Karki, Adebowale Ojo:
Info-Aids: Service-learning through short-term informatics technical assistance projects in federal, state, local, territorial, and global settings. - Joshua E. Richardson, Ashley W. Smith, Andrea L. Cheville, Michael Bass, Michael J. Hassett:
Early Experiences of the Cancer Moonshot's IMPACT Consortium in Implementing Patient Reported Outcomes for Cancer Symptom Management. - Anita Samarth, Kevin Chaney, Dave Levin, Adam White, Ricky Sahu:
API Connectivity: Real-World Uses and Implementation Experiences in using APIs and Third-party Apps for Data Exchange and Research. - Elisabeth L. Scheufele, Marion J. Ball, Jason Cooper, Judy Murphy, Matvey B. Palchuk:
Career Pathways in Industry for Biomedical Informaticians. - Titus K. Schleyer, Maia Hightower, Christopher A. Harle, Adam B. Landman, Robert S. Rudin:
Healthcare Delivery Systems, EHRs, and the Future of an App-based Ecosystem: Old Wine in New Bottles? - Neel A. Shimpi, Karmen S. Williams, Alexander V. Alekseyenko:
Actionable Opportunities for Improving Opioid Prescribing through Use of Informatics. - Azadeh Shoaibi, Hui-Lee Wong, Christian Reich, Keran Moll, Tina Hernandez-Boussard:
The Food and Drug Administration (FDA) Center for Biologics Evaluation and Research (CBER) Biologics Effectiveness and Safety (BEST) Initiative: How Informatics Can Assist the Secondary Use of Electronic Health Records to Inform Regulatory Decisions. - Donghua Tao, Duo Helen Wei, Margarita Sordo:
Evidence-based Work-Life Balance Needs and Suggested Solutions from Career Lifecycle, Gender and Ethnicity, and Managerial Perspectives. - Robin C. Vanderpool, April Oh, Roxanne E. Jensen, Urmimala Sarkar, Tina Hernandez-Boussard:
Navigating the National Cancer Institute Grants Process: A Primer for Informatics Researchers. - Nicole Gray Weiskopf, Melody L. Greer, Karthik Natarajan, Caroline A. Thompson, Harold P. Lehmann:
Bias in the Reuse and Analysis of Electronic Health Record Data. - Yiye Zhang, Jonathan H. Chen, Adam Wright, Jessica S. Ancker, Marc Tobias:
Data-Driven Clinical Decision Support for Computerized Physician Order Entry: Development, Evaluation, and Implementation.
Paper
- Aastha, Pengyu Huang, Yan Liu:
DeepCompete: A deep learning approach to competing risks in continuous-time domain. - Gregory L. Alexander, Riley Harrell, Sue Shumate, Mason Rothert, Amy A. Vogelsmeier, Lori L. Popejoy, Marilyn Rantz:
To Text or Not to Text? That is the Question. - Fatemeh Amrollahi, Supreeth P. Shashikumar, Fereshteh Razmi, Shamim Nemati:
Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis. - Vibha Anand, Erhan Bilal, Bryan Ho:
Towards motor evaluation of Parkinson's Disease Patients using wearable inertial sensors. - Natalie C. Benda, George Alexopoulos, Patricia Marino, Jo Anne Sirey, Dimitris Kiosses, Jessica S. Ancker:
The Age Limit Does Not Exist: A Pilot Usability Assessment of a SMS-Messaging and Smartwatch-Based Intervention for Older Adults with Depression. - Gregorio Bernabé, José D. Casanova, Guillem Casas, Josefa González-Carrillo:
A highly accurate method for quantifying LVNC cardiomyophaty. - Suzanne V. Blackley, Erin MacPhaul, Bianca Martin, Wenyu Song, Joji Suzuki, Li Zhou:
Using Natural Language Processing and Machine Learning to Identify Hospitalized Patients with Opioid Use Disorder. - Anusha Bompelli, Jianfu Li, Yiqi Xu, Nan Wang, Yanshan Wang, Terrence J. Adam, Zhe He, Rui Zhang:
Deep Learning Approach to Parse Eligibility Criteria in Dietary Supplements Clinical Trials Following OMOP Common Data Model. - Francesca Bonin, Martin Gleize, Yufang Hou, Debasis Ganguly, Ailbhe Finnerty, Charles Jochim, Alessandra Pascale, Pierpaolo Tommasi, Pol Mac Aonghusa, Susan Michie:
Knowledge Extraction and Prediction from Behavior Science Randomized Controlled Trials: A Case Study in Smoking Cessation. - Katherine A. Brown, Indra Neil Sarkar, Elizabeth S. Chen:
Mental Health Comorbidity Analysis in Pediatric Patients with Autism Spectrum Disorder Using Rhode Island Medical Claims Data. - Ryan S. Buckland, Joseph W. Hogan, Elizabeth S. Chen:
Selection of Clinical Text Features for Classifying Suicide Attempts. - Alex M. Butler, Junghwan Lee, Yat S. So, Linda Busacca, Karen Marder, Henry N. Ginsberg, Dianne Frederick, Ismael Castaneda, Elizabeth Guerrido, Chunhua Weng:
Impact of IMPACT: Longitudinal Analysis of an Integrated Participant Scheduling System in a Clinical Research Setting. - Jimmy Chen, Isaac H. Goldstein, Wei-Chun Lin, Michael F. Chiang, Michelle R. Hribar:
Application of Machine Learning to Predict Patient No-Shows in an Academic Pediatric Ophthalmology Clinic. - Aliasgar Z. Chittalia, Heather L. Marney, Spencer Tavares, Leyla B. Warsame, Arthur W. Breese, Dawn L. Fisher, Michael E. Stoppie, D. Coen, Kim Zikowski, Andrea W. Shapiro, David K. Vawdrey:
Bringing Cultural Competency to the EHR: Lessons Learned Providing Respectful, Quality Care to the LGBTQ Community. - James J. Cimino, Heather D. Martin, Tiago K. Colicchio:
Capturing Clinician Reasoning in Electronic Health Records: An Exploratory Study of Under-Treated Essential Hypertension. - Tiago K. Colicchio, Pavithra I. Dissanayake, James J. Cimino:
The anatomy of clinical documentation: an assessment and classification of narrative note sections format and content. - Aaron S. Coyner, Jimmy Chen, John Peter Campbell, Susan Ostmo, Praveer Singh, Jayashree Kalpathy-Cramer, Michael F. Chiang:
Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of Prematurity. - Surabhi Datta, Jordan Godfrey-Stovall, Kirk Roberts:
RadLex Normalization in Radiology Reports. - Yi Deng, Xiaoqian Jiang, Qi Long:
Privacy-Preserving Methods for Vertically Partitioned Incomplete Data. - Paul R. Dexter, Randall W. Grout, Peter J. Embí:
Transforming primary medical research knowledge into clinical decision support rules. - Sanjoy Dey, Ping Zhang, Mohamed F. Ghalwash, Chandramouli Maduri, Daby Sow, Zachary Shahn:
Finding Causal Mechanistic Drug-Drug Interactions from Observational Data. - Franck Diaz-Garelli, Kristin M. Lenoir, Brian Wells:
Catch Me if You Can: Acute Events Hidden in Structured Chronic Disease Diagnosis Descriptions Show Detectable Recording Patterns in EHR. - Xiruo Ding, Trevor A. Cohen:
Retrofitting Vector Representations of Adverse Event Reporting Data to Structured Knowledge to Improve Pharmacovigilance Signal Detection. - Rui Duan, Zhaoyi Chen, Jiayi Tong, Chongliang Luo, Tianchen Lyu, Cui Tao, Demetrius Maraganore, Jiang Bian, Yong Chen:
Leverage Real-World Longitudinal Data in Large Clinical Research Networks for Alzheimer's Disease and Related Dementia (ADRD). - Benjamin J. Duncan, Alexandra Kassis, David R. Kaufman, Adela Grando, Lu Zheng, Richard Helmers, Karl A. Poterack, Tim Miksch, Bradley N. Doebbeling:
We're Lost, But We are Making Good Time: Navigating Complex Pathways in a Patient-Order Management Task. - Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar:
Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. - Yingxuan Eng, Xiaohui Yao, Kefei Liu, Shannon L. Risacher, Andrew J. Saykin, Qi Long, Yize Zhao, Li Shen:
Polygenic mediation analysis of Alzheimer's disease implicated intermediate amyloid imaging phenotypes. - Fatemeh Fahimi, Yang Guo, Shao Chuen Tong, Angela Ng, Hwee Koon, Sharon Ong, Yu Bing, Bryan Choo, Weiling Huang, Sheldon Lee Shao Guang, Savitha Ramasamy, Wai Leng Chow, Hong Choon Oh, Pavitra Krishnaswamy:
A Vital Signs Telemonitoring Programme Improves the Dynamic Prediction of Readmission Risk in Patients with Heart Failure. - Hammad Farooq, Junaid S. Niaz, Saira Fakhar, Hammad Naveed:
Leveraging digital media data for pharmacovigilance. - Vanessa C. Ferreira, Vládia C. Pinheiro:
SpiNet - A FrameNet-like Schema for Automatic Information Extraction about Spine from Scientific Papers. - Jay D. S. Franklin, Shruthi Chari, Morgan Foreman, Oshani Seneviratne, Daniel M. Gruen, Jamie P. McCusker, Amar K. Das, Deborah L. McGuinness:
Knowledge Extraction of Cohort Characteristics in Research Publications. - Maryam Y. Garza, Michael W. Rutherford, Sahiti Myneni, Susan H. Fenton, Anita Walden, Umit Topaloglu, Eric L. Eisenstein, Karan R. Kumar, Kanecia Zimmerman, Mitra Rocca, Scott Gordon, Sam Hume, Zhan Wang, Meredith N. Zozus:
Evaluating the Coverage of the HL7® FHIR® Standard to Support eSource Data Exchange Implementations for use in Multi-Site Clinical Research Studies. - James Geller, Yarou Ding:
Desiderata for High Quality AMIA Presentation Files. - Bernard Gibaud, Marine Brenet, Guillaume Pasquier, Alex Vergara Gil, Manuel Bardies, John Stratakis, John Damilakis, Nicolas van Dooren, Joël Spaltenstein, Osman Ratib:
A semantic database for integrated management of image and dosimetric data in low radiation dose research in medical imaging. - Ilana Graetz, Jie Huang, Emilie Muelly, Anjali Gopalan, Mary E. Reed:
Patient choice of telemedicine increases timeliness of primary care visits. - 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. - Yi Guo, Xing He, Tianchen Lyu, Hansi Zhang, Yonghui Wu, Xi Yang, Zhaoyi Chen, Merry J. Markham, François Modave, Mengjun Xie, William R. Hogan, Christopher A. Harle, Elizabeth Shenkman, Jiang Bian:
Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups. - Shefali Haldar, Maher Khelifi, Sonali R. Mishra, Calvin R. Apodaca, Erin Beneteau, Ari H. Pollack, Wanda Pratt:
Designing Inpatient Portals to Support Patient Agency and Dynamic Hospital Experiences. - Daniel R. Harris, Darren W. Henderson, Alexandria Corbeau:
Improving the Utility of Tobacco-Related Problem List Entries Using Natural Language Processing. - Lu He, Changyang He, Yue Wang, Zhaoxian Hu, Kai Zheng, Yunan Chen:
What Do Patients Care About? Mining Fine-grained Patient Concerns from Online Physician Reviews Through Computer-Assisted Multi-level Qualitative Analysis. - Linh K. Hoang, Richard D. Boyce, Nigel Bosch, Britney Stottlemyer, Mathias Brochhausen, Jodi Schneider:
Automatically classifying the evidence type of drug-drug interaction research papers as a step toward computer supported evidence curation. - Chad M. Hodge, Scott P. Narus, Gregory J. Stoddard:
Developing and Validating a Model for Detecting Longitudinal Inconsistencies in the Electronic Problem List. - Michelle R. Hribar, Haley Dusek, Isaac Goldstein, Adam Rule, Michael F. Chiang:
Methods for Large-Scale Quantitative Analysis of Scribe Impacts on Clinical Documentation. - Bradley E. Iott, Cassandra Eddy, Cristian Casanova, Tiffany C. Veinot:
More than a Database: Understanding Community Resource Referrals within a Socio-Technical Systems Framework. - Ashutosh Jadhav, Ken C. L. Wong, Joy T. Wu, Mehdi Moradi, Tanveer F. Syeda-Mahmood:
Combining Deep Learning and Knowledge-driven Reasoning for Chest X-Ray Findings Detection. - Adriana Johnson, Gregory F. Cooper, Shyam Visweswaran:
Patient-Specific Modeling with Personalized Decision Paths. - Barrett Jones, Xinmeng Zhang, Bradley A. Malin, You Chen:
Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs. - Rishikesan Kamaleswaran, Jiaoying Lian, Dong-Lien Lin, Himasagar Molakapuri, Sri Manikanth Nunna, Parth Shah, Shiv Dua, Rema Padman:
Predicting Volume Responsiveness Among Sepsis Patients Using Clinical Data and Continuous Physiological Waveforms. - Yanni Kang, Xiaoyu Jia, Yiying Hu, Jianying Guo, Xiang Li, Guo Tong Xie, Kaifei Wang:
A Clinically Practical and Interpretable Deep Model for ICU Mortality Prediction with External Validation. - Sotiris Karagounis, Indra Neil Sarkar, Elizabeth S. Chen:
Coding Free-Text Chief Complaints from a Health Information Exchange: A Preliminary Study. - Youngjun Kim, Paul M. Heider, Stéphane M. Meystre:
Comparative Study of Various Approaches for Ensemble-based De-identification of Electronic Health Record Narratives. - Zfania Tom Korach, Sharmitha Yerneni, Jonathan Einbinder, Carl Kallenberg, Li Zhou:
Facilitating information extraction without annotated data using unsupervised and positive-unlabeled learning. - Bum Chul Kwon, Peter Achenbach, Jessica L. Dunne, William Hagopian, Markus Lundgren, Kenney Ng, Riitta Veijola, Brigitte I. Frohnert, Vibha Anand:
Modeling Disease Progression Trajectories from Longitudinal Observational Data. - Jiaying Lai, Indra Neil Sarkar:
A Phylogenetic Approach to Analyze the Conservativeness of BRCA1 and BRCA2 Mutations. - Robert F. Lario, Steve Hasely, Stephen White, Karen Eilbeck, Richard Soley, Stan Huff, Kensaku Kawamoto:
Utilization of BPM+ Health for the Representation of Clinical Knowledge: A Framework for the Expression and Assessment of Clinical Practice Guidelines (CPG) Utilizing Existing and Emerging Object Management Group (OMG) Standards. - Siang Hao Lee:
Establish a Real-time Responsible Home Quarantine and Monitoring Management mHealth Platform. - Lena Leszinsky, Sherrie Xie, Avantika Diwadkar, Rebecca Greenblatt, Rebecca A. Hubbard, Blanca E. Himes:
Impact of Individual versus Geographic-Area Measures of Socioeconomic Status on Health Associations Observed in the Behavioral Risk Factor Surveillance System. - Qian Li, Yi Guo, Zhe He, Hansi Zhang, Thomas J. George, Jiang Bian:
Using Real-World Data to Rationalize Clinical Trials Eligibility Criteria: a case study on Alzheimer's Disease and Donepezil. - Ying Li, Bin Liu, Vibha Anand, Markus Lundgren, Kenney Ng, Marian Rewers, Riitta Veijola, Mohamed F. Ghalwash:
Predicting Type 1 Diabetes Onset using Novel Survival Analysis with Biomarker Ontology. - Yingxue Li, Tingyu Chen, Tiange Chen, Xiang Li, Caihong Zeng, Zhihong Liu, Guotong Xie:
An Interpretable Machine Learning Survival Model for Predicting Long-term Kidney Outcomes in IgA Nephropathy. - Katherine Given Ligtenberg, David Chartash, Marcus Bosenberg, Cynthia Brandt:
Validation of the Data Quality of a Tumor Board Registry Through Assessment of Clinicopathologic Survival Outcomes in Melanoma Patients. - Feifan Liu, Xiaoyu Zheng, Hong Yu, Jennifer Tjia:
Neural Multi-Task Learning for Adverse Drug Reaction Extraction. - Luchen Liu, Zequn Liu, Haoxian Wu, Zichang Wang, Jianhao Shen, Yiping Song, Ming Zhang:
Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases. - Mingyu Lu, Zachary Shahn, Daby Sow, Finale Doshi-Velez, Li-Wei H. Lehman:
Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients. - Yu Lu, Xiao Luo, Zhan Zhang, Haoran Ding, Zhe He:
Retrieving Lab Test Related Questions from Social Q&A Sites by Combining Shallow Features and Deep Representations. - Chiara Marchiori, Douglas Dykeman, Ivan Girardi, Adam Ivankay, Kevin Thandiackal, Mario Zusag, Andrea Giovannini, Daniel Karpati, Henri L. Saenz:
Artificial Intelligence Decision Support for Medical Triage. - Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini:
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning. - Craig S. Mayer, Nick Williams, Vojtech Huser:
Identification of Common Data Elements from Pivotal FDA Trials. - Leigh A. McCormack, Charisse R. Madlock-Brown:
Social Determinant of Health Documentation Trends and Their Association with Emergency Department Admissions. - Chelsea L. Michael, Haley Mittelstaedt, Yuxiao Chen, Anjali V. Desai, Gilad J. Kuperman:
Applying User-Centered Design in the Electronic Health Record (EHR) to Facilitate Patient-Centered Care in Oncology. - Sean P. Mikles, Lauren E. Snyder, Julie A. Kientz, Anne M. Turner:
Why Should I Trust You? Supporting the Sharing of Health Data in the Interprofessional Space of Child Development. - Aehong Min, Flannery Currin, Gustavo Razo, Kay Connelly, Patrick C. Shih:
Can I Take a Break? Facilitating In-Home Respite Care for Family Caregivers of Older Adults. - Avijit Mitra, Bhanu Pratap Singh Rawat, David McManus, Alok Kapoor, Hong Yu:
Bleeding Entity Recognition in Electronic Health Records: A Comprehensive Analysis of End-to-End Systems. - Arturo Moncada-Torres, Frank Martin, Melle Sieswerda, Johan van Soest, Gijs Geleijnse:
VANTAGE6: an open source priVAcy preserviNg federaTed leArninG infrastructurE for Secure Insight eXchange. - Cynthia D. Morrow, Blaine Reeder, Marcelo C. Perraillon, Mustafa Ozkaynak, Heidi L. Wald, Leslie E. Eber, Joanna Trojanowski, Catherine Battaglia, Rebecca S. Boxer:
Information Needs of Skilled Nursing Facility Staff to Support Heart Failure Disease Management. - Amanda J. Moy, Jessica M. Schwartz, Jonathan Elias, Seemab Imran, Eugene Lucas, Kenrick Cato, Sarah Collins Rossetti:
Time-motion examination of electronic health record utilization and clinician workflows indicate frequent task switching and documentation burden. - Emily L. Mueller, Anneli R. Cochrane, Courtney M. Moore, Andrew D. Miller, Sarah E. Wiehe:
The Children's Oncology Planning for Emergencies (COPE) Tool: Prototyping with Caregivers of Children with Cancer. - Annie C. Myers, Lewis Chesebrough, Ruixuan Hu, Meghan Reading Turchioe, Jyotishman Pathak, Ruth Masterson Creber:
Evaluating Commercially Available Mobile Apps for Depression Self-Management. - Victoria Ngo, Theresa H. Keegan, Brian A. Jonas, Mike Hogarth, Katherine K. Kim:
Assessing the Quality of Electronic Data for 'Fit-for-Purpose' by Utilizing Data Profiling Techniques Prior to Conducting a Survival Analysis for Adults with Acute Lymphoblastic Leukemia. - Giovanna Nicora, Riccardo Bellazzi:
A Reliable Machine Learning Approach applied to Single-Cell Classification in Acute Myeloid Leukemia. - Jean Noël Nikiema, Fleur Mougin, Vianney Jouhet:
Building a Graph Representation of LOINC® to Facilitate its Alignment to French Terminologies. - Luciano Nocera, Anette P. Vistoso Monreal, Yuya Yoshida, Yuka Abe, Chukwudubem Nwoji, Glenn T. Clark:
Building an Automated Orofacial Pain, Headache and Temporomandibular Disorder Diagnosis System. - Morteza Noshad, Christian Rose, Robert Thombley, Jonathan Chiang, Conor K. Corbin, Minh Nguyen, Vincent X. Liu, Julia Adler-Milstein, Jonathan H. Chen:
Context is Key: Using the Audit Log to Capture Contextual Factors Affecting Stroke Care Processes. - William Ogallo, Skyler Speakman, Victor Akinwande, Kush R. Varshney, Aisha Walcott, Charity Wayua, Komminist Weldemariam, Claire-Helene Mershon, Nosa Orobaton:
Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning. - John D. Osborne, James S. Booth, Tobias O'Leary, Amy Mudano, Giovanna Rosas, Phillip Foster, Kenneth Saag, Maria I. Danila:
Identification of Gout Flares in Chief Complaint Text Using Natural Language Processing. - Anna Ostropolets, Christian G. Reich, Patrick B. Ryan, Chunhua Weng, Anthony Molinaro, Frank J. DeFalco, Jitendra Jonnagaddala, Siaw-Teng Liaw, Hokyun Jeon, Rae Woong Park, Matthew E. Spotnitz, Karthik Natarajan, Kristin Kostka, George Argyriou, Robert T. Miller, Andrew E. Williams, Evan Minty, José D. Posada, George Hripcsak:
Characterizing database granularity using SNOMED-CT hierarchy. - Mustafa Ozkaynak, Casey Dolen, Yeshai Dollin, Kathryn Kothari, Kathleen Adelgais:
Simulating Teamwork for Better Decision Making in Pediatric Emergency Medical Services. - Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Peter Hilfiker, Thomas Grunwald, Marcellina Häberlin, Lukas L. Imbach, Carl Muroi, Christian Strässle, Emanuela Keller, Maria Gabrani:
Machine Learning Techniques for Personalized Detection of Epileptic Events in Clinical Video Recordings. - Sylvia Pelayo, Jacques Bouaud, Claudia Blancafort, Jean-Baptiste Lamy, Booma Devi Sekar, Nekane Larburu, Naiara Muro, Ander Urruticoechea, Jon Belloso, Guillermo Valderas, Sara Guardiola, Charlotte Ngo, Luis Teixeira, Gilles Guézennec, Brigitte Séroussi:
Preliminary Qualitative and Quantitative Evaluation of DESIREE, a Decision Support Platform for the Management of Primary Breast Cancer Patients. - Avery Pullman, Ania Syrowatka, Alexandra C. Businger, Michael Sainlaire, Stuart R. Lipsitz, Tien Thai, Woongki Kim, David W. Bates, Patricia C. Dykes:
Development and Alpha Testing of Specifications for a Prolonged Opioid Prescribing Electronic Clinical Quality Measure (eCQM). - Alastair R. Rae, David O. Pritchard, James G. Mork, Dina Demner-Fushman:
Automatic MeSH Indexing: Revisiting the Subheading Attachment Problem. - Bhanu Pratap Singh Rawat, Abhyuday Jagannatha, Feifan Liu, Hong Yu:
Inferring ADR causality by predicting the Naranjo Score from Clinical Notes. - Carrie Reale, Laurie L. Novak, Katelyn Robinson, Christopher L. Simpson, Jessica D. Ribeiro, Joseph C. Franklin, Michael Ripperger, Colin Walsh:
User-Centered Design of a Machine Learning Intervention for Suicide Risk Prediction in a Military Setting. - Nils Rethmeier, Necip Oguz Serbetci, Sebastian Möller, Roland Roller:
EffiCare: Better Prognostic Models via Resource-Efficient Health Embeddings. - Tera L. Reynolds, Nida Ali, Kai Zheng:
What Do Patients and Caregivers Want? A Systematic Review of User Suggestions to Improve Patient Portals. - Victor Alfonso Rodriguez, Tony Sun, Phyllis Thangaraj, Chao Pang, Krishna Kalluri, Xinzhuo Jiang, Karthik Natarajan, Patrick B. Ryan, Anna Ostropolets, Ruijun Chen:
Phenotype Concept Set Construction from Concept Pair Likelihoods. - Satya S. Sahoo, Arthur L. Gershon, Nassim Shafiabadi, Kaushik Ghosh, Curtis Tatsuoka, Samden D. Lhatoo, Guadalupe Fernandez-BacaVaca:
NeuroIntegrative Connectivity (NIC) Informatics Tool for Brain Functional Connectivity Network Analysis in Cohort Studies. - Md. Selim, Jie Zhang, Baowei Fei, Guo-Qiang Zhang, Jin Chen:
STAN-CT: Standardizing CT Image using Generative Adversarial Networks. - Brigitte Séroussi, Mourad B. Ghomari, Gilles Guézennec, Florence Federspiel, Isabelle Debrix, Jacques Bouaud:
Easy Medication Reconciliation at Hospital Admission: The EzMedRec Decision Support System. - Tavleen Singh, Jing Wang, Sahiti Myneni:
Revealing Intention In Health-related Peer Interactions: Implications For Optimizing Patient Engagement In Self-health Management. - Joshua C. Smith, Ashley Spann, Allison B. McCoy, Jakobi A. Johnson, Donald H. Arnold, Derek J. Williams, Asli Weitkamp:
Natural Language Processing and Machine Learning to Enable Clinical Decision Support for Treatment of Pediatric Pneumonia. - Harold R. Solbrig, Dazhi Jiao, Eric Prud'hommeaux, David Booth, Cory M. Endle, Daniel J. Stone, Guoqian Jiang:
Exploring JSON-LD as an Executable Definition of FHIR RDF to Enable Semantics of FHIR Data. - Sarvesh Soni, Kirk Roberts:
Patient Cohort Retrieval using Transformer Language Models. - Mani Sotoodeh, Zelalem Gero, Wenhui Zhang, Roy L. Simpson, Vicki Hertzberg, Joyce C. Ho:
Pressure Ulcer Injury in Unstructured Clinical Notes: Detection and Interpretation. - Zhaoyuan Su, Mayara Costa Figueiredo, Jueun Jo, Kai Zheng, Yunan Chen:
Analyzing Description, User Understanding and Expectations of AI in Mobile Health Applications. - Parthasarathy Suryanarayanan, Edward A. Epstein, Abhishek Malvankar, Burn L. Lewis, Lou Degenaro, Jennifer J. Liang, Ching-Huei Tsou, Divya R. Pathak:
Timely and Efficient AI Insights on EHR: System Design. - Tanveer F. Syeda-Mahmood, Ken C. L. Wong, Joy T. Wu, Ashutosh Jadhav, Orest B. Boyko:
Extracting and Learning Fine-grained Labels from Chest Radiographs. - Ania Syrowatka, Avery Pullman, Woongki Kim, Stuart R. Lipsitz, Michael Sainlaire, Wenyu Song, Tien Thai, David W. Bates, Patricia C. Dykes:
Re-tooling an Existing Clinical Quality Measure for Chronic Opioid Use to an Electronic Clinical Quality Measure (eCQM) for Post-Operative Opioid Prescribing: Development and Testing of Draft Specifications. - Heather L. Taylor, Nate C. Apathy, Joshua R. Vest:
Health information exchange use during dental visits. - Jiayi Tong, Zhaoyi Chen, Rui Duan, Wei-Hsuan Lo-Ciganic, Tianchen Lyu, Cui Tao, Peter A. Merkel, Henry R. Kranzler, Jiang Bian, Yong Chen:
Identifying Clinical Risk Factors for Opioid Use Disorder using a Distributed Algorithm to Combine Real-World Data from a Large Clinical Data Research Network. - Anne M. Turner, Thomas Engelsma, Jean O. Taylor, Rashmi K. Sharma, George Demiris:
Recruiting older adult participants through crowdsourcing platforms: Mechanical Turk versus Prolific Academic. - Joshua R. Vest, Mark A. Unruh, Katy Ellis Hilts, Lindsey Sanner, Joshua Jones, Shahid Khokhar, Hye-Young Jung:
End user information needs for a SMART on FHIR-based automated transfer form to support the care of nursing home patients during emergency department visits. - Amy Y. Wang, John D. Osborne, Maria I. Danila, Andrew Naidech, David M. Liebovitz:
AllergyMap: An Open Source Corpus of Allergy Mention Normalizations. - Jian Wang, Ke Wang, Jing Li, Jianmin Jiang, Yanfei Wang, Jing Mei, Shaochun Li:
Accelerating Epidemiological Investigation Analysis by Using NLP and Knowledge Reasoning: A Case Study on COVID-19. - Junjie Wang, Shun Yu, Anahita Davoudi, Danielle L. Mowery:
A Preliminary Characterization of Canonicalized and Non-Canonicalized Section Headers Across Variable Clinical Note Types. - Qinyong Wang, Chunlei Zheng, Rong Xu:
DenseCNN: A Densely Connected CNN Model for Alzheimer's Disease Classification Based on Hippocampus MRI Data. - Charlotte Watson, Nophar Geifman:
Do traditional BMI categories capture future obesity? A comparison with trajectories of BMI and incidence of cancer. - Nick Williams, Craig S. Mayer, Vojtech Huser:
A Descriptive Study of HIV Patients Highly Adherent to Antiretroviral Therapy. - Joy T. Wu, Ali Bin Syed, Hassan M. Ahmad, Anup Pillai, Yaniv Gur, Ashutosh Jadhav, Daniel F. Gruhl, Linda Kato, Mehdi Moradi, Tanveer F. Syeda-Mahmood:
AI Accelerated Human-in-the-loop Structuring of Radiology Reports. - Weizhe Xu, Jake Portanova, Ayesha Chander, Dror Ben-Zeev, Trevor A. Cohen:
The Centroid Cannot Hold: Comparing Sequential and Global Estimates of Coherence as Indicators of Formal Thought Disorder. - Ying Xu, André Leier, Tatiana T. Marquez-Lago, Jue Xie, Antonio Jimeno-Yepes, James C. Whisstock, Campbell Wilson, Jiangning Song:
Prediction of secondary structure population and intrinsic disorder of proteins using multitask deep learning. - Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin:
Generating Electronic Health Records with Multiple Data Types and Constraints. - Jiancheng Ye, L. Nelson Sanchez-Pinto:
Three Data-Driven Phenotypes of Multiple Organ Dysfunction Syndrome Preserved from Early Childhood to Middle Adulthood. - Yue You, Xinning Gui:
Self-Diagnosis through AI-enabled Chatbot-based Symptom Checkers: User Experiences and Design Considerations. - Heming Zhang, Jiarui Feng, Amanda Zeng, Philip R. O. Payne, Fuhai Li:
Predicting Tumor Cell Response to Synergistic Drug Combinations Using a Novel Simplified Deep Learning Model. - Michael Zhang, Xiaotian Cheng, Daniel Copeland, Arjun D. Desai, Melody Y. Guan, Gabriel A. Brat, Serena Yeung:
Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery. - Xinyuan Zhang, Ruowang Li, Marylyn D. Ritchie:
Statistical Impact of Sample Size and Imbalance on Multivariate Analysis in silico and A Case Study in the UK Biobank. - Fengbo Zheng, Jay Shi, Licong Cui:
A lexical-based approach for exhaustive detection of missing hierarchical IS-A relations in SNOMED CT. - Lu Zheng, Benjamin J. Duncan, David R. Kaufman, Stephanie K. Furniss, Adela Grando, Karl A. Poterack, Richard Helmers, Bradley N. Doebbeling:
EHR Conversion on the PreOp Care: A Pre-Post Workflow Comparison. - Yan Zhuang, Lincoln Sheets, Xiyuan Gao, Yuanyuan Shen, Zonyin Shae, Jeffrey J. P. Tsai, Chi-Ren Shyu:
Development of A Blockchain Framework for Virtual Clinical Trials. - Alexandra Zingg, Deevakar Rogith, Jerrie Refuerzo, Sahiti Myneni:
Digilego for Peripartum Depression: A Novel Patient-Facing Digital Health Instantiation. - Lei Zuo, Xin Du, Wei Zhao, Chao Jiang, Shijun Xia, Liu He, Rong Liu, Ribo Tang, Rong Bai, Jianzeng Dong, Xingzhi Sun, Gang Hu, Guotong Xie, Changsheng Ma:
Improving Anticoagulant Treatment Strategies of Atrial Fibrillation Using Reinforcement Learning. - Xu Zuo, Jianfu Li, Bo Zhao, Yujia Zhou, Xiao Dong, Jon D. Duke, Karthik Natarajan, George Hripcsak, Nigam Shah, Juan M. Banda, Ruth M. Reeves, Hua Xu:
Normalizing Clinical Document Titles to LOINC Document Ontology: an Initial Study.
Podium Abstract
- Joanna Abraham, Alicia Meng, Thomas George Kannampallil:
Clinician Perceptions of Barriers and Facilitators to Effective Postoperative Handoffs. - Fuad Abujarad, Esther Choo, Michael Pantalon, Karen Jubanyik, Dziura James, Chelsea Edwards, Gail D'Onofrio, Thomas Gill:
Patient-Focused Web-Based Health Tool Facilitating Self-Identifiction and Self-Disclosure of Elder Mistreatment in the Emergency Department Setting. - David J. Albers, Melike Sirlanci Tuysuzoglu, Matthew E. Levine, Caroline Der Nigoghossian, Andrew M. Stuart, Jan Claassen, Bruce J. Gluckman, George Hripcsak:
Lessons learned from assimilating knowledge into machine learning to forecast and control glucose in a critical care setting. - Alexander V. Alekseyenko:
Informatics Architecture for Phenotyped Microbiome Data Generation from Just-in-Time Clinical Microbiology Specimens from CTSA Network Producers. - Amelia J. Averitt, Natnicha Vanitchanant, Rajesh Ranganath, Adler J. Perotte:
Adversarially-Learned Balancing Weights for Causal Inference. - Paul Barry, Sam Henry, Meliha Yetisgen, Bridget T. McInnes, Özlem Uzuner:
Jointly Learning Clinical Entities and Relations with Contextual Language Models and Explicit Context. - Katherine Blondon, Pejmon Noghrehchi, Brian Hilligoss, Mustafa Ozkaynak:
Sequential Analysis of Handoffs Using Mixed Methods. - Mary Regina Boland, Lena M. Davidson, Silvia P. Canelón, Jessica R. Meeker, Trevor M. Penning, John H. Holmes, Jason H. Moore:
Harnessing Electronic Health Records to Study Emerging Environmental Disasters: A Proof of Concept with PFAS. - Selen Bozkurt, Amee D. Azad, Melih Yilmaz, James D. Brooks, Douglas W. Blayney, Tina Hernandez-Boussard:
Distinct Clusters of Patient reported outcome (PRO) trajectories among oncology patients receiving chemotherapy. - Robert L. Bradford, Sofia Dard, Emily R. Pfaff, Ashok K. Krishnamurthy:
Utilizing Encrypted Hashes to Link Patient Cohorts via Streamlined SAS Programs. - Pascal S. Brandt, Richard C. Kiefer, Jennifer A. Pacheco, Prakash Adekkanattu, Evan Sholle, Faraz S. Ahmad, Jie Xu, Zhenxing Xu, Jessica S. Ancker, Fei Wang, Yuan Luo, Guoqian Jiang, Jyotishman Pathak, Luke V. Rasmussen:
Feasibility of Cross-Platform EHR-Driven Phenotyping Using Clinical Quality Language. - Luke A. Carlson, Molly M. Jeffery, Sunyang Fu, Huan He, Rozalina G. McCoy, Yanshan Wang, W. M. Hooten, Jennifer L. St. Sauver, Hongfang Liu, Jungwei Fan:
Annotating Chronic Pain Episodes in EHR Text: Guideline Development and Corpus Analysis. - Qingyu Chen, Tiarnan D. Keenan, Yifan Peng, Elvira Agrón, Christopher Hwang, Alisa T. Thavikulwat, Debora Lee, Wai T. Wong, Emily Y. Chew, Zhiyong Lu:
Detection of reticular pseudodrusen using deep learning. - Ruijun Chen, Amelia J. Averitt, Oliver J. Bear Don't Walk IV, Shreyas Bhave, Lisa Grossman Liu, Elliot G. Mitchell, Victor Alfonso Rodriguez, Phyllis Thangaraj, Tony Y. Sun:
The CLinically Explainable Actionable Risk (CLEAR) Model. - Yu Chen, Ching-Hua Chen, Mohammed J. Zaki:
Combining User Preferences and Health Needs in Personalized Food Recommendation. - Marika M. Cusick, Prakash Adekkanattu, Thomas R. Campion Jr., Evan Sholle, Annie C. Myers, George Alexopoulos, Jyotishman Pathak:
Weak Supervision to Classify Unstructured Clinical Text for Current Suicidal Ideation. - Racha Dabliz, Angus Ritchie, Jonathan Penm, Rosemary Burke, Simon K. Poon:
Measuring workload with a modified NASA-TLX following Electronic Medication Management System implementation in hospital. - Bharath Dandala, Venkata Joopudi, Ching-Huei Tsou, Jennifer J. Liang, Parthasarathy Suryanarayanan:
Joint Modelling of Entities and Relations for Adverse Drug Event Extraction using Knowledge-aware Neural Attentive Deep Learning Models. - Irene Dankwa-Mullan, Mollie M. McKillop, Metasebya Solomon, Anita M. Preininger, Mark C. Roebuck, Yull E. Arriaga, Judy George, Gretchen Purcell Jackson, Brett R. South:
Identifying and Leveraging Public Data Sources with Structured Social Determinants of Health Information for Observational Health Research. - Sharon E. Davis, Robert A. Greevy Jr., Thomas A. Lasko, Colin G. Walsh, Michael E. Matheny:
A Surveillance Framework for Monitoring and Updating Clinical Prediction Models. - Sarah DeLozier, Peter Speltz, Jason Brito, Leigh Anne Tang, Janey Wang, Joshua C. Smith, Dario A. Giuse, Elizabeth Phillips, Kristina Williams, Teresa Strickland, Giovanni Davogustto, Dan M. Roden, Joshua C. Denny:
Real-time Clinical Note Monitoring to Detect Conditions for Follow-up: a Case Study of Clinical Trial Enrollment in Drug-induced Torsades de Pointes and Stevens-Johnson Syndrome. - Sanjoy Dey, Zhaonan Sun, Amrita Mohan, Cristina Sampaio, Jianying Hu:
Analyzing impact of genomic factors on HD progression through an integrated disease progress model. - Courtney J. Diamond, Adam Wright, Steven J. Atlas, Tin H. Dang, Li Zhou, Sanja Percac-Lima, Amy J. Wint, Kimberly A. Harris, E. John Orav, Erica S. Breslau, Anna Tosteson, Jennifer S. Haas:
Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: Pre-Implementation Perceptions of Primary Care Providers. - Brian Downer, Irma Alvarado, Monique R. Pappadis, Weibin Zhang, Timothy Reistetter, Lorraine S. Evangelista, Yong-Fang Kuo, Suresh K. Bhavnani:
Advancing Symptom Science through Bipartite Networks: Applications to Precision Stroke Rehabilitation. - Karen Dunn Lopez, Eve Martinez Soto, Janet Stifter, Meghan Kennedy, Andrew E. Johnson, Gail M. Keenan:
Differentiating Decision Support Needs of Novice and Expert Nurses. - Patricia C. Dykes, Woong K. Kim, Taylor Christiansen, Alexandra C. Businger, Stuart R. Lipsitz, Avery Pullman, Ania Syrowatka, Michael Sainlaire, Tien Thai, David W. Bates:
Development and Alpha Testing of Specifications for an Orthopedic Surgery Complications Electronic Clinical Quality Measure (eCQM). - Adam C. Dziorny, Robert B. Lindell, Julie Fitzgerald, Christopher P. Bonafide:
Variations among Electronic Health Record and Physiologic Streaming Vital Signs for Use in Predictive Algorithms in Pediatric Severe Sepsis. - Jonathan Elias, Amanda J. Moy, Eugene Lucas, Jessica M. Schwartz, Kenrick Cato, Erika L. Abramson, Jessica S. Ancker, Susan B. Bostwick, Sarah Collins Rossetti:
Assessing Clinical Staff Usability & Satisfaction with Documentation & Information Retrieval Prior to an Electronic Health Record Implementation. - Omar H. Elsayed-Ali, Swaminathan Kandaswamy, Andrea Shane, Stephanie Jernigan, Patricia Lantis, Erin Masterson, Pareen Shah, Reena Blanco, Srikant Iyer, Evan W. Orenstein:
Improving Inpatient Pediatric Influenza Vaccination Using a Clinical Decision Support Intervention. - Hossein Estiri, Sebastien Vasey, Jeffrey G. Klann, Victor M. Castro, Shawn N. Murphy:
Generative Transfer Learning for Measuring Plausibility of EHR Diagnosis Records Over Time. - Bella Etingen, Timothy P. Hogan, Rachael N. Martinez, Stephanie L. Shimada, Kevin T. Stroupe, Kim M. Nazi, Samantha L. Connolly, Jessica M. Lipschitz, Frances M. Weaver, Bridget Smith:
Use of Online Patient Portals Among US Military Veterans with Mental Health Diagnoses. - Jordan Everson, Neil Askew, Allison B. McCoy:
Diffusion of a Health Information Exchange Tool Across an Academic Medical Center. - Kin Wah Fung, Julia Xu, Filip Ameye:
Comparison of Three International Terminologies for Medical Interventions and Procedures. - Herman Galioulline, Andrea Giovannini:
Automated Revision of Medical Ontologies with Graph Neural Network Transfer Learning. - Stephanie Gilbertson-White, Vijayvardhan Kamalumpundi, seyedehtanaz Saeidzadeh, Nai-Ching Chi, Rajeshwari Nair:
Personal Informatics Interventions to Alleviate Emotional Symptoms in People with Advanced Cancer: A Meta-Analysis. - Jen J. Gong, Robert Thombley, Julia Adler-Milstein:
Insights into the Value of Clinical Notes from Measuring Writing and Viewing Patterns. - Aldren Gonzales, Scott R. Smith:
FHIRing Up Federal Research Data Infrastructure: Implementations and Opportunities for Patient-Centered Outcomes Research. - David Gotz, Jonathan Zhang, Smiti Kaul, Georgiy Bobashev, David Borland:
Visual Analytics to Combat Selection Bias in Retrospective EHR Data Analyses. - Shaun J. Grannis, Xiaochun Li, Huiping Xu, Toan C. Ong, Michael G. Kahn, Lauren R. Lembcke, Suranga Nath Kasthurirathne:
Novel Application of Data Quality Metrics to Tailor Standardization of Patient Matching Fields. - Lisa Grossman Liu, Meghan Reading Turchioe, Annie C. Myers, Jyotishman Pathak, David K. Vawdrey, Ruth Masterson Creber:
Visual Rating Scales for Patient-Reported Outcome Measurement: A National Validation Study. - Samir Gupta, Anas Belouali, Neil J. Shah, Michael Atkins, Subha Madhavan:
Automated Identification of Patients with Immune-related Adverse Events from Clinical Notes using Machine Learning. - Elham Hatef, Jonathan P. Weiner, Hsien-Yen Chang, Chris Kitchen, Hadi Kharrazi:
Addressing Health Equity in the Healthcare System: Assessing the Impact of Neighborhood Characteristics on Healthcare Utilization in Baltimore City. - Michelle Holko, Francis Ratsimbazafy, Kayla Marginean, Karthik Natarajan, Sylvia Cho, Josh Schilling, Aymone Kouame, Dan Webster, Shaquille Peters, Mark Begale, Kelly Gebo, Andrea H. Ramirez, Paul A. Harris:
Fitbit "Bring Your Own Device" data in the All of Us Research Program. - A Jay Holmgren, Brenessa Lindeman, Eric W. Ford:
Learning by Doing: Resident Physicians' Use of Electronic Health Records. - Ming Huang, Jungwei Fan:
Deep Semantic Embeddings and Clustering to Facilitate Identification of Transportation Barriers in Patient Portal Messages. - Bradley E. Iott, Minakshi Raj, Jodyn Platt, Denise L. Anthony:
Caregiver Access of Online Medical Records: Implications for Policy, Practice, and Patient Portal Design. - Hadi Kharrazi, Hsien-Yen Chang, Elham Hatef, Jonathan P. Weiner:
Comparison of the Impact of Placed-based Social Determinants of Health on Claims-based Risk Adjustment Models Across Different Geographic Levels. - Elaine C. Khoong, Valy Fontil, Natalie A. Rivadeneira, Sarah S. Nouri, Kristan Olazo, Mekhala Hoskote, Shantanu Nundy, Courtney R. Lyles, Urmimala Sarkar:
Impact of digitally-acquired diagnostic input from peers on primary care clinicians in real-life outpatient cases: results from a randomized trial. - Alexandra Kogan, Mor Peleg, Samson W. Tu, Irit Hochberg, Natanel Khaitov, Raviv Allon:
GoCom - A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary Evaluation. - Michael P. Korvink, John Martin, J. Franck Diaz-Garelli:
Identifying Comparative Peer Facilities Using a K-Nearest Neighbor Algorithm Across Clinical, Structural, and Geographic Data Domains. - Clair A. Kronk, Judith W. Dexheimer, Mark H. Eckman:
Preliminary Work on Estimated Mortality, Quality of Life, and Cost-Effectiveness of Hormonal and Surgical Treatments for Transgender Persons in the United States. - Kahyun Lee, Sam Henry, Özlem Uzuner:
Medical Concept Normalization via Description Prediction. - Gal Levy-Fix, Jason Zucker, Konstantin Stojanovic, Noémie Elhadad:
Patient Record Summarization Through Joint Phenotype Learning and Interactive Visualization. - Dadong Li, Michael Cantor:
Comparing Clinical Characteristics of Influenza and Common Coronavirus Infections using Electronic Health Records. - Hao Liu, Chi Yuan, Alex M. Butler, Yingcheng Sun, Chunhua Weng:
Potential Role of Clinical Trial Eligibility Criteria in Electronic Phenotyping. - Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir:
Can the UTAUT Model Characterize Clinical Decision Support? - Ying-Chih Lo, Liqin Wang, DJoshua R. Lakin, Li Zhou:
Study of the Temporal Impact of Renal Transplantation on End Stage Renal Disease Using Clinical Notes with a Data-Driven Approach. - David Lyalin, Cindy Scullion:
Common vocabulary as a basis for immunization tracking guidelines. - Jay Lyle, Catherine Hoang, Amy K. Norris Colon, Lina Bertuzis, Holly Miller:
Challenges in Exposing Legacy Data in the FHIR Standard at the Department of Veteran Affairs. - Victoria Lyon, Cynthia LeRouge, Polina Durneva, Matthew Thompson:
Consumer Engagement in Smartphone Supported Home-based Diagnostic Testing for Communicable Virus: Exploring flu@home. - Kay S. Lytle, Bonnie L. Westra, Mary L. Hook, Samira Ali, LuAnn Whittenburg:
Fall Prevention Information Model Validated Using Flowsheet Metadata. - Xiaomeng Ma, Elham Hatef, Yahya Shaikh, Hadi Kharrazi, Jonathan P. Weiner, Darrell J. Gaskin:
Internet Access, Social Risk Factors, and Web-Based Social Support Seeking Behavior: Assessing Correlates of the "Digital Divide" Across Neighborhoods in the State of Maryland. - Diwakar Mahajan, Jennifer J. Liang:
Extracting Multi-Dimensional Context for Medication Change Events in Clinical Narratives. - Sarah B. May, Thomas P. Giordano, Assaf Gottlieb:
Identification of Patients with HIV from Electronic Health Records. - Allison B. McCoy, Karmen S. Williams, Wendy Chapman, Victoria Tiase, Sripriya Rajamani, Yalini Senathirajah, Kim M. Unertl, Theresa L. Jones, Courtney L. Hebert, Kelly Evans, Tiffani J. Bright:
Introducing Undergraduate Women to Biomedical Informatics through the AMIA First Look Program. - John Methot, Renato Umeton, Gregory Antell:
Operationalizing Artificial Intelligence: Lessons Learned at Dana-Farber Cancer Institute. - Jeremy J. Michel, Anne Wert, Kelly Mathews, Morgan Leafe, Asim Mujahid, Janice Kaczmarek:
Guideline Snapshots: A Screening Tool for Determining Guideline Relevance. - Alexis Mitelpunkt, Tzviel Frostig, Orli Kehat, Yoav Benjamini, Ahuva Weiss-Meilik:
First Day of Life Prediction of Neonatal Intensive Care Unit Length of Stay. - Shawn N. Murphy, Hossein Estiri, Zachary H. Strasser, Kavishwar B. Wagholikar, Victor M. Castro:
High-throughput Phenotyping with EHR Sequences. - Anastasia Navitski, Piyush Goyal, Salma Ahsanuddin, Manik Uppal, Simon Mantha, Serena Zheng, Erel Joffe:
Task-Specific Ontology Generation for NLP-Based Phenotype Extraction. - Denis R. Newman-Griffis, Guy Divita, Bart Desmet, Ayah Zirikly, Carolyn P. Rosé, Eric Fosler-Lussier:
Ambiguity in Medical Concept Normalization: An Analysis of Types and Coverage in Electronic Health Record Datasets. - Elitsa Nicolaou, L. Nelson Sanchez-Pinto:
Derivation and Validation of Vasoactive-Inotrope Score Trajectory Groups in Critically Ill Children. - Alicia L. Nobles, Eric C. Leas, Mark Dredze, Christopher A. Longhurst, Davey Smith, John W. Ayers:
Crowd-Diagnosis: When the Public Turns to Social Media to Obtain Clinical Diagnoses. - Bankole Olatosi, Xiaowen Sun, Jiajia Zhang, Chen Liang, Xiaoming Li:
Predicting Retention-in-care for PLWH in South Carolina by Integration of Clinical Care and Social Care Data and Machine Learning. - Chao Pang, Ruijun Chen, Harry Reyes Nieva, Krishna Kalluri, Tony Sun, Xinzhuo Jiang, Victor Alfonso Rodriguez, Patrick B. Ryan, Karthik Natarajan:
Characterization and Comparison of Embedding Algorithms for Phenotyping across a Network of Observational Databases. - Heekyong Park, Taowei David Wang, Vivian S. Gainer, Victor M. Castro, Nich Wattanasin, Shawn N. Murphy:
HistoriView: An Interactive and Scalable Visual Exploratory Plugin for Longitudinal Patient Data Review. - Miao Qi, Owen Cahan, Morgan Foreman, Daniel M. Gruen, Amar K. Das, Kristin P. Bennett:
Visualizing Inequities in Clinical Trials using ML Fairness Metrics. - Protiva Rahman, Arnab Nandi, Erinn Hade, Emily S. Patterson, Courtney L. Hebert:
Amplifying Domain Expertise to Combat Antimicrobial Resistance. - Saurabh Rahurkar, Joshua R. Vest, John T. Finnell, Brian E. Dixon:
The Association of Encounter- And Hospital-Level Characteristics with Health Information Exchange in Emergency Department Encounters: A Longitudinal Log File Analysis. - Jean Louis Raisaro, Juan Ramón Troncoso-Pastoriza, Yamane El-Zein, Mathias Humbert, Jacques Fellay, Carmela Troncoso, Jean-Pierre Hubaux:
GenoShare: Supporting Privacy-Informed Decisions for Sharing Individual-Level Genetic Data. - Naveen Raja, Colin S. Beam:
Algorithmic Bias in Healthcare: Using a Non-cost Clinical Predicted Outcome to Overcome Racial Bias in Population Health Programs. - Hanieh Razzaghi, Jason Roy, Ashley Batugo, Charles Bailey:
Risk Classification in Pediatric Acute Lymphoblastic Leukemia with Structured Data in Clinical Research Networks. - Jorge Alberto Rodriguez, Altaf Saadi, Lee H. Schwamm, David W. Bates, Lipika Samal:
Disparities in Telehealth Use among Patients with Limited English Proficiency in California. - James R. Rogers, Junghwan Lee, Ziheng Zhou, Patrick B. Ryan, George Hripcsak, Chunhua Weng:
Contemporary Use of Real World Data for Clinical Trial Conduct. - Lorenzo A. Rossi, Finly Zachariah:
A Dashboard to Automatically Translate SHAP Explanations to Clinicians for Mortality Prediction. - Matthew Sakumoto, Omid Boozarpour, Emma McCune, Paul Nadler, Elisabeth Askin:
How to Build a Virtual Clinic in Three Days: Rapid Scaling of a Video Visit Urgent Care Program for COVID-19 Response. - Carlos A. Q. Santos, Craig Conover, Nadine Shehab, Andrew I. Geller, Yannis Guerra, Holly Kramer, Nicole M. Kosacz, Huiyuan Zhang, Daniel S. Budnitz, William E. Trick:
Electronic Measurement of a Clinical Quality Measure for Inpatient Hypoglycemic Events: A Multicenter Validation Study. - Morgan C. Shields, Grant A. Ritter, Constance M. Horgan, Alisa B. Busch:
Use of Electronic Health Record Technology in a National Sample of Hospitals that Provide Specialty Substance Use Disorder Care. - Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy A. Miller, Fei Wang, W. Jim Zheng, Kirk Roberts:
Deep Representation Learning of Patient Data from Electronic Health Records: A Systematic Review. - Javier Silva Valencia, Stefan Escobar, Benjamin Viernes, Michael T. Watkins, Leonardo Rojas Mezarina, Viet Nguyen, Héctor Espinoza-Herrera, Damian A. Borbolla:
Documentation of Social Determinants of Health in Healthcare Organizations in Perú: A field study to inform the development of a FHIR app. - Barry Sly-Delgado, Meysam Ghaffari, Aastha Gunjan, Cynthia Brandt, Joseph L. Goulet, Karen H. Wang, Ashok Srinivasan:
Leveraging Location Based Services for Analysis of Suicides in Rural Counties. - Jane L. Snowdon, Ching-Hua Chen, George Kim, Judy George, Thomas A. Gagliardi, Marion J. Ball, Sasha Ballen, Sugato Bagchi:
Analysis of Machine Learning Models and Identification of Factors for Predicting Preventive Care Services Usage in a Direct Primary Care Setting. - Lauren E. Snyder, Peter Rabinowitz, David Pigott, Andrea L. Hartzler:
Visualizing Vulnerability: Design and Usability of Interactive Mapping Tools for Global Health Preparedness. - Wenyu Song, Min-Jeoung Kang, Linying Zhang, Jose P. Garcia, David W. Bates, Patricia C. Dykes:
Predicting Pressure Injury Using Nursing Assessment Phenotype and Machine Learning Methods. - Xing Song, Lav P. Patel, Lemuel R. Waitman, Mei Liu:
Multi-view Gradient Boosting Tree for Acute Kidney Injury Prediction and Modifiable Risk Factor Identification. - Amanda C. Stanhaus, Denise L. Anthony, Jodyn Platt, Sharon L. R. Kardia:
Are Americans confident in their ability to manage their health information? - Bryan D. Steitz, Kim M. Unertl, Mia A. Levy:
Quantifying the Hidden Electronic Work of Clinical Communication in a Breast Cancer Cohort. - Leigh Anne Tang, Sarah DeLozier, Lisa Bastarache, Colin Walsh, Joshua C. Denny:
Developing a Phenotype Risk Score for Opioid Adverse Events. - Jeritt G. Thayer, Daria F. Ferro, Joseph J. Zorc, Levon H. Utidjian, Robert W. Grundmeier:
Challenges in Health Application Interoperability: Impact of Fast Healthcare Interoperability Resources in the Electronic Health Record. - Huong Ly Tong, Kim Phuong Dao, Sandrine Chan Moi Fat, Holly Gehringer, Liliana Laranjo:
Can personalized mobile technology change lifestyle behavior? A systematic review and meta-analysis. - Samson W. Tu, Csongor Nyulas, Tania Tudorache, Mark A. Musen, Andrea Martinuzzi, Coen H. van Gool, Vincenzo Della Mea, Christopher G. Chute, Lucilla Frattura, Nicholas R. Hardiker, Huib ten Napel, Richard Madden, Ann-Helene Almborg, Jeewani Anupama Ginige, Catherine Sykes, Can Çelik, Robert Jakob:
Toward a Harmonized WHO Family of International Classifications Content Model. - Ella Y. Tyuryumina, Alexey Neznanov, Jacob Turumin:
A mathematical model to predict the diagnostics periods for the secondary distant metastases in patients with ER/PR/HER2/Ki-67 subtypes of breast cancer. - Melissa S. Van Cain, Jennifer Faries, Juell Homco, Blake J. Lesselroth, David Kendrick:
Screening Social Determinants of Health Using Health Information Exchange and Mobile Technology. - Michael D. Wang, Benjamin I. Rosner, Jen Gong, Julia Adler-Milstein, Glenn Rosenbluth:
W-EHR's the "Hidden" Decision Maker? A Novel Service-Based Approach to Supervising Resident Role Attribution. - Andrew Wen, Sunyang Fu, Feichen Shen, Hongfang Liu:
Accelerating Development of Learning Healthcare Systems via Distantly Supervised Knowledge Discovery. - Adam Wright, Hayley Rector, Andrew J. Teare, Allison B. McCoy, Tyler Barrett, David A. Edwards, David E. Marcovitz, Scott D. Nelson:
Effect of a Clinical Decision Support Alert Encouraging Prescribing of Naloxone for Patients at High Risk of Opioid Overdose. - Wenna Xi, Samprit Banerjee, Robert B. Penfold, Gregory E. Simon, George Alexopoulos, Jyotishman Pathak:
Healthcare Contacts Among Patients with Psychiatric Hospitalization Admitted Through the Emergency Department. - Jie Xu, Fei Wang, Zhenxing Xu, Prakash Adekkanattu, Pascal S. Brandt, Guoqian Jiang, Richard C. Kiefer, Yuan Luo, Chengsheng Mao, Jennifer A. Pacheco, Luke V. Rasmussen, Yiye Zhang, Richard Isaacson, Jyotishman Pathak:
Identification of Alzheimer's Disease Subtypes from Electronic Health Records Using a Data-Driven Approach. - Jie Yang, Liqin Wang, Neelam A. Phadke, Paige G. Wickner, Christian M. Mancini, Kimberly G. Blumenthal, Li Zhou:
Deep Learning to Detect Allergy Events from Hospital Safety Reports. - Jiancheng Ye, Renwen Zhang, Jennifer Bannon, Ann A. Wang, Theresa L. Walunas, Abel N. Kho, Nicholas Soulakis:
Understanding the rhythm of quality improvement: assessing the impact of intervention tempo in community primary care practices. - Kun-Hsing Yu, Vincent Hu, Feiran Wang, Ursula Matulonis, George Mutter, Jeffrey Golden, Isaac S. Kohane:
Deciphering Serous Ovarian Carcinoma Histopathology and Platinum Response by Convolutional Neural Networks. - Yiqing Zhao, Hanzhong Yu, Luke A. Carlson, Feichen Shen, Sunyang Fu, Hongfang Liu, Chen Wang:
Extracting Patient Genetic Information from Unstructured Clinical Notes.
Poster
- Ruthvik Abbu, Kevin M. Overmann, Lindsey Barrick, Danny T. Wu:
Developing an Analytics Platform to Utilize Real Time Locating System for Clinical Workflow Analysis. - Mohamed Abdelhack, Christopher Ryan King, Bradley A. Fritz, Sandhya Tripathi, Yixin Chen, Michael Avidan:
Postoperative Mortality Prediction with and Without the Use of Intraoperative Features. - Kayley N. Abell-Hart, Naizhang Wang, Fusheng Wang:
Opioid Use Disorder at the Extremes of Age: Spatial and Temporal Analysis of Pharmacotherapy Use in Seniors and Adolescents. - Bhargav Adagarla, Maryam Y. Garza, Karan R. Kumar, Umit Topaloglu, Anita Walden, Kanecia Zimmerman, Meredith N. Zozus, Eric L. Eisenstein:
Understanding facilitators and barriers to development and adoption of EHR-to-eCRF technology in multi-site clinical research. - Adeboye A. Adejare Jr., Mark H. Eckman:
Educating and Assessing Dialysis Patients' Disutility for Transplantation with an HCV-Viremic Kidney. - Morris A. Aguilar, John A. S. McGuigan, Molly A. Hall:
Semi-automated Environmental Exposure Phenotyping: A Case for Smoking. - Carla Agurto, Guillermo A. Cecchi, Mary Pietrowicz, Divya Ramamoorthy, Lorin Wilde, Elizabeth Mosmiller, Emily G. Baxi, Nicholas J. Maragakis, James D. Berry, Ernest Fraenkel, Jeffrey D. Rothstein, Raquel Norel:
Evaluating the utility of a picture description task for monitoring progression of ALS at home. - Yuri Ahuja, Chuan Hong, Zongqi Xia, Tianxi Cai:
SAMGEP: A Novel Method for Prediction of Phenotype Event Times Using the Electronic Health Record. - Saba Akbar, David Lyell, Farah Magrabi:
Evaluating the effects of automation on risk identification and nurses' decision making. - Patricia E. Alafaireet, Howard L. Houghton, Min Kim:
Investigating Drivers for Mental Health Related Recidivist Visits via Association Rule Data Mining. - Patrick R. Alba, Olga V. Patterson, Mike Conway:
A Decade of Vaping: Identifying Shifts in Clinical Documentation and Terminology in the Department of Veterans Affairs (2010-2020). - Rana Alissa, Kendall Webb:
Saving Time for Patient Care by Optimizing Physicians' Notes Templates. - Zainab Al-Taie, Danlu Liu, Christos Papageorgiou, Jussuf T. Kaifi, Jonathan B. Mitchem, Chi-Ren Shyu:
Drug Repositioning for Colorectal Cancer Patient Subgroups Using Exploratory Mining and Network Analysis. - Tara V. Anand, Brendan K. Wallace, Herbert Chase:
Prevalence of Potential Multi-Drug Interactions in Ambulatory Patients. - Blake Anderson, Blaine Reeder:
Hekademeia: Sustainable Research Technology Infrastructure for Persistent Project Access Across Funding Gaps. - Katerina Andreadis, Mariam A. Mohsin, Xiaoyue Xiao, Xueting Zhang, Meghan Reading Turchioe, Ruth Masterson Creber:
Depression in the App Stores: A Review and Standardized Rating of Apps for Depression, including Postpartum Depression. - Adriana Arcia, Laura E. Britton:
Heuristic Evaluation of a Mobile Application for Caregivers About the Functional Stages of Dementia. - Phillip V. Asaro, Stacey L. House:
Clinical Trial Alert Worklists for the Emergency Department. - Adejare (Jay) Atanda, Paul Fontelo, Shadokht Boroumand, Darien Weatherspoon, Bruce A. Dye:
Dental Visits & Expenditures in Older Adults Utilizing In-Home Healthcare. - Selasi Attipoe, Yungui Huang, Sharon B. Schweikhart, Jennifer L. Hefner, Daniel M. Walker, Steven W. Rust, Jeffrey Hoffman, Simon M. Lin:
Tasks Associated With Extreme After-hours EHR Use Among Ambulatory Care Pediatricians. - Kamel Azhar, Wilson Ching, Andrew Boyd, Karl Kochendorfer:
The Impact of Order Set Implementation on Inappropriate Titer Ordering and Vaccinations. - Natasha Baloch, Eduardo Oliveira:
Insurance Status and Hospital Mortality: Reassessing the Insurance-Mortality Relationship Using APACHE IV Severity Score. - Pamela Banning, Dannie Greenlee, Sarah Sontum, Precious Faith H. Porter, Amanda Steffon:
Monitoring a Viral Epidemic through Informatics: The Race to Get Ahead with Terminologies. - Amelia K. Barwise, Aaron Leppin, Yue Dong, Ognjen Gajic, Brian W. Pickering, Ashok Kumbamu:
The Role of the Electronic Medical Record in Diagnostic Error and Delay: A Qualitative Study of Acute Care Clinician Insights. - Mrigendra M. Bastola, Craig Locatis, Paul A. Fontelo:
Automated Detection of Herpes Zoster via Deep Learning. - Karen M. Bavuso, Melinda Wong, Emily Man Wai Chan, Saverio M. Maviglia, Roberto A. Rocha:
Using semantic inferences to augment standard data definitions. - Rimma Belenkaya, Adam Watson, Pedram Razavi, Joshua Drago, Lindsay Betzendahl, Dan Benevento, Meera Patel, James Park, John Philip:
Integration, Harmonization, and Visualization of Cancer Research Data: Pragmatic Ontology-Driven Approach. - Douglas S. Bell, Kevin M. Baldwin, Eric M. Cheng, Michael A. Pfeffer:
Using Milestones to Judge the Progress of Clinical Informatics Fellows Compared with their Personal Goals. - Michelle A. Berny-Lang, Kelly Gaynor, Colleen Shannon, Frank Meng:
Development and Retention of Big Data Scientists to Support Biomedical Research through BD-STEP. - Arnav Bhandari, Michael Horvath, Greg Kucera, Umit Topaloglu:
Extraction of Diagnosis codes from Health Reports using available NLP tools for a performant implementation in an Academic Medical Center. - Shreyas Bhave, Xintian Han, Rajesh Ranganath, Adler J. Perotte:
Deep Survival Analysis: The Impact of Feature Missingness. - Vishwa Bhayani, Iris Zachary:
"Analyzing Omaha system with Public Health EHR for social and behavioral determinants from public health for healthcare using CHAMP Software and Nightingale Notes". - Anweysha Bhowmik, George Karway, Julia Ivanova, Anita C. Murcko, Adela Grando:
Systematic Literature Review on 42 Code of Federal Regulation Part 2. - Felicia R. Bixler, Bella Etingen, Bridget Smith, Stephanie L. Shimada, Daniel J. Amante, Angela Patterson, Dane Netherton, Kathy Frisbee, Timothy P. Hogan:
Are Online Health Information Seeking Behaviors Among US Military Veterans Impacted by Behavioral Health Conditions? - Lina Bouayad, Polina Durneva, Spurthy Dharanikota, Anol Bhattacherjee, Mavara Agrawal, Stephen L. Luther:
Technology Personalization in Health Applications for Patients with Autism Spectrum Disorder. - Dmitriy Boyuk, Malcom Charles, Joseph Polifroni, Kristen Biskobing:
Machine learning for the discovery of physician reasoning in text. - Joshua D. Butler, Martin Zand:
Utilizing Similarity Measure to Cross-Map the International and British Medication Codes. - Jonathan Camacho Maldonado, Pei-Shu Ho, Rafael Jiménez Silva, Alex Marr, Julia Porcino, Maryanne Sacco, Ayah Zirikly, Leighton Chan, Elizabeth Rasch:
Experiences and Challenges in Manual Annotation of Functioning Information in Medical Records. - Robert C. Campbell:
Development of National Nursing Informatics Competencies for the Veterans Health Administration. - Silvia P. Canelón, Heather Burris, Lisa Levine, Mary Regina Boland:
Development and Evaluation of an Algorithm to Automatically Extract Delivery Episodes from Electronic Health Records. - Pedro J. Caraballo, Jeremy D. Collins, Stacy R. Schultz, Kenneth Aakre, Joseph A. Sutton, Paul J. Johnsen, Mark A. Parkulo, Karl Krecke:
Implementing Advanced Imaging Decision Support: Lessons Learned. - Luke A. Carlson, Jennifer St. Sauver, Sunyang Fu, Ahmad P. Tafti, Jungwei Fan, Molly M. Jeffery, Rozalina G. McCoy, Hongfang Liu, Yanshan Wang:
Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping. - Regina Casanova-Perez, Cezanne Lane, Erin Beneteau, Steven R. Rick, Wanda Pratt, Janice Sabin, Nadir Weibel, Andrea L. Hartzler:
UnBIASED: Understanding Biased patient-provider Interaction and Supporting Enhanced Discourse. - Anupama G. Cemballi, Kim Hanh Nguyen, Jose Miramontes, Jessica Fields, Anjali Gopalan, Tessa Cruz, Aekta Shah, Antwi Akom, William Brown III, Urmimala Sarkar, Courtney R. Lyles:
Developing a digital user-centered community resource mapping tool for safety-net patients in San Francisco. - Emily Man Wai Chan, Karen Bavuso, Melinda Wong, Saverio M. Maviglia, Roberto A. Rocha:
Implementation of a Pharmacogenomic Interaction Knowledgebase for Clinical Use. - Chelsea Howland, Malaika Gallimore, Jo-Ana Chase, Blaine Reeder:
Usability and Feature Evaluation of the Amazfit Bip S Smart Watch in the Precision START Laboratory. - Jinying Chen, Marc Gagnier, Darleen Lessard, Catarina I. Kiefe, David McManus, Bo Wang, Thomas K. Houston:
Validating Natural Language Processing for Extracting Pain Symptoms from Electronic Health Records. - Linda Y. Chen, Afroza Sultana, Yi Hang Ian Yen, Meghan Reading Turchioe, Ruth Masterson Creber:
Review of Existing mHealth Apps for Self-Management of Inflammatory Bowel Disease using the Mobile Application Rating Scale. - Ruijun Chen, Martijn J. Schuemie, Marc A. Suchard, Anna Ostropolets, Linying Zhang, Patrick B. Ryan, George Hripcsak:
Evaluation of Large-scale Propensity Score Modeling and Covariate Balance on Potential Unmeasured Confounding in Observational Research. - Nai-Ching Chi, Lynn Nakad, Ying-Kai Fu, Ibrahim Demir, Stephanie Gilbertson-White, Keela Herr, George Demiris, Debra Parker Oliver, Yuya Hagiwara:
Engage Family Caregivers in Managing Patients' Pain: A Web App Approach. - Hwayoung Cho, Karen Dunn Lopez, Yingwei Yao, Ragnhildur I. Bjarnadottir, Jiang Bian, Diana J. Wilkie, Gail M. Keenan:
Assessment of Clinical Decision Support (CDS) formats for Supporting Nurses' Palliative Care Planning Decisions. - Insook Cho, Patricia C. Dykes:
Variations in the Contribution of Nursing Data to Predicting the Inpatient Fall Risk. - Sylvia Cho, Karthik Natarajan:
Identifying Use Cases of Consumer-Grade Fitness Trackers in Research Studies. - Carrie Ka Yan Chung, Ian Cheung, L. H. Chan, Vicky Fung, Veronica Hung, Olivia Leung, Dick Lam:
Enhancing patient's experience and workflow efficiency of blood taking in Specialist Out-patient Clinic (SOPC): The Blood Taking Scheduling System for SOPC. - Zoe Co, David C. Classen, Barbara Abeling, Karen P. Zimmer, Diane L. Seger, Jessica M. Cole, David W. Bates:
Pilot Results from the Ambulatory Flight Simulator Tool: Lessons Learned. - Brian C. Coleman, Samah J. Fodeh, Rixin Wang, Anthony J. Lisi, Alicia Heapy, Cynthia Brandt:
Pain Assessment in Veterans Health Administration Chiropractic Clinic Documentation. - Eric Cui, Zheng Qi, Javed Mostafa:
Building a Data Analytics Education Platform for Healthcare. - Amrita De, Ming Huang, Tinghao Feng, Xiaomeng Yue, Lixia Yao:
Developing a Data Model for Patient Secure Messages Leveraging FHIR. - Yu Deng, Anika S. Ghosh, Anh H. Chung, Yacob Tedla, Abel N. Kho, Rosalind Ramsey-Goldman, Yuan Luo, Theresa L. Walunas:
Unsupervised learning for systemic lupus erythematosus subtype identification: electronic health record vs registry data. - Sheena Desai, Vinod E. Nambudiri:
Clinical Informatics Subspecialists: Trends in the Characteristics of a Unique and Growing Physician Workforce. - Nakeya Dewaswala, Huzefa M. Bhopalwala, Alisha P. Chaudhry, Ronald A. Hankey, Rachit A. Kohli, Bruce M. Cameron, Christopher Scott, Jane L. Shellum, Rick Nishimura, Rajeev Chaudhry, Adelaide M. Arruda-Olson:
Phenotyping Algorithms for Identification of ASCVD Patients. - Amandeep K. Dhami, Yeneat O. Chiu, Margarita Rozenshteyn, Melissa Zablocki, Abigail Baldwin, Robert Daly, Ashley Housen, Kimberly Chow, Donya Sadi, Tara Lauria, Maryanne Canavan, Jessie Holland, Greg Jordan, Eugenia Kim, Keri Martin, Daniel Stein, Gilad J. Kuperman:
Handoff Workflows in Remote Management of Oncology Patients. - Spurthy Dharanikota, Victoria Lyon, Polina Durneva, Cynthia LeRouge, Matthew Thompson:
Enablers of Trial Engagement for Home Diagnostic Test- Supported by Smartphone (HDT-smart) - The Case of flu@home. - Rupali Dhond, Paul Corcoran, Sarah Leatherman, Oleg Soloviev, Nathanael R. Fillmore, David Cheng, Frank Meng, Ryan E. Ferguson, Mary T. Brophy, Nhan V. Do:
Building a Clinical Data Repository for Lumbar Spinal Stenosis in the Veterans Health Administration. - Rina V. Dhopeshwarkar, Krysta Heaney-Huls, Lauren S. Hovey, Prashila Dullabh:
Assessment of a Portfolio for Building Data Capacity for Patient-Centered Outcomes Research. - Courtney J. Diamond, Steven J. Atlas, Tin H. Dang, Jie Yang, Li Zhou, Sanja Percac-Lima, Amy J. Wint, Kimberly A. Harris, E. John Orav, Erica S. Breslau, Shoshana Hort, Anna Tosteson, Jennifer S. Haas, Adam Wright:
Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: the mFOCUS Trial. - Franck Diaz-Garelli, Kristin M. Lenoir, Brian Wells:
Catching Hidden Acute Events in Structured Diabetes Diagnosis Descriptions. - Aaron S. Dietz, Stephen Kulju, Sonya Gonzalez, Tandi Bagian, Jean M. Scott:
Informatics Patient Safety Boot Camp for Health Professional Career Development. - Xiyu Ding, Michael L. Barnett, Ateev Mehrotra, Timothy A. Miller:
Understanding eConsult Triage Behavior with Natural Language Processing. - Guy Divita, Bart Desmet, Ayah Zirikly, Luke Breitfeller, Carolyn P. Rosé:
Angelfish: Building a Structurally Diverse Clinical Document Corpus. - Kate Doyle, Kelly Boyd, Brian Furner, Seong Choi, Julissa Acevado, Stacy T. Lindau:
Novel Integration of Clinical Research Data Collection with Intervention Softwares: Implementation in Two Community Resource Referral Trials. - Adam G. D'Souza, Zilong Zhang, Paul Fairie, Tara Walsh, Hude Quan, Quan Long, Maria Santana:
Using Manual Labels to Enhance Natural Language Processing-Based Topic Discovery and Classification of Patient Concerns. - Stephany Duda, Mark McEver, Douglas Conway, Teresa Zayas-Cabán, Paul A. Harris:
Implementation of the HL7 FHIR Questionnaire Resource for REDCap. - Julia C. Dunbar, Calvin R. Apodaca, Katherine Cross, Jason Yip, Ari H. Pollack, Wanda Pratt:
Social Virtual Reality (VR) Spaces for Interactive Use in Pediatric Hospital Patient Wards. - Polina Durneva, Cynthia LeRouge:
Exploring the Role of Virtual Presence in Patient's Engagement with mHealth. - Johnathan A. Edwards, Andrew Post, Jeselyn Rhodes, Minh Ly T. Nguyen, Julia W. Gallini, Vincent C. Marconi:
Atlanta HIV Disease Registry: The Intersection of Private and Public Healthcare for Translational Science. - Sarah El-Azab, Luke Golichowski, Heidi Hosler, Siu Hui, Katie Allen:
Creating a Standardized Approach for Extracting Race and Ethnicity from a Regional Health Information Exchange. - Mohamed Y. Elwazir, Andrew Wen, Sungrim Moon, Jungwei Fan:
A Perturbation Approach to Assessing BERT Robustness for Different Linguistic Aspects in Medical Question-Answering. - Bella Etingen, Bridget Smith, Nicholas McMahon, Rebecca Kartje, Lincoln Clarke, Dawn Irvin, Felicia R. Bixler, Geneva Wilson, Stephanie L. Shimada, Kathleen L. Frisbee, Timothy P. Hogan:
Veteran Use of Monitoring Devices to Collect and Share Health Information. - Hannah Eyre, Olga V. Patterson, Jianlin Shi, Kelly S. Peterson, Alec B. Chapman, Patrick R. Alba, Scott L. DuVall:
Removing barriers to clinical text processing with MedSpaCy. - Raef Ali Fadel, Jacob Ross, Timothy Asmar, Zachary Demertzis, Karthik Sridasyam, Guneet Ahluwalia, Tamara Roumayah, Megan Scott, Hanan Ibrahim, Rawan Hammoudeh, Nitesh Gandhi, Alexis Haftka-George, Danielle Heidemann, Sarah Sims, Philip Levy, Joseph Miller:
Visual Analytics Dashboard Promises to Improve Hypertension Guideline Implementation. - Bryan R. Farrow, Julia O'Rourke:
More than Meets the EHR: Uncovering Breast Cancer Diagnoses from Records of Medications and Surgical Procedures. - Karamarie Fecho, Chris Bizon, Frederick W. Miller, Shepherd Schurman, Charles Schmitt, William Xue, Patrick Wang, Kenneth D. Morton, Steven Cox, Alexander Tropsha:
Use of the Open ROBOKOP Knowledge Graph-Based Application to Provide Mechanistic Explanations for Observed Associations between Environmental Exposures and Immune-Mediated Diseases. - Vitali Fedosov, David Martin, Brian W. Pickering, Vitaly Herasevich:
Automatic Aggregator of Academic Activity in a Clinical Department. - Theodore C. Feldman, Nathanael Fillmore, Sandy Chon, Shahin Assefnia, David Loose, Gisele A. Sarosy, Jennifer La, David Cheng, Frank Meng, Danielle Valley, Robert B. Hall, Paul Corcoran, Robert Zwolinski, Danne C. Elbers, Mary T. Brophy, Nhan V. Do:
Veterans Health Administration (VHA) and National Cancer Institute (NCI) Interagency Preliminary Computable Phenotypes for the VA-NCI Interagency Clinical Trial Optimizer for Recruitment and Enrollment (VICTOR-E). - Mauricio H. Ferrato, Erin L. Crowgey, Sunita Chandrasekaran:
Proposing a Machine Learning Framework for Classification of Patient Cohorts Using Genomics Data. - Helene B. Fevrier:
Severity of Diabetic Retinopathy in the IRIS Registry. - Caroline A. Figueroa, Adrián Aguilera, Bibhas Chakraborty, Arghavan Modiri, Jai Aggarwal, Nina Deliu, Urmimala Sarkar, Joseph Jay Williams
, Courtney R. Lyles:
Challenges and opportunities of using reinforcement learning to optimize behavioral health interventions delivered via smartphones. - Jason C. Fisher, Jonathan S. Austrian, Jordan Swartz, Richard McGowan:
Disparities in Clinical Informatics Specialization Among Surgical Disciplines. - Samah J. Fodeh, Huan Li, Khaled Jarad, Mengran Zhang, Stephen Holt:
Integrating Social Media data with Electronic Health Records to better Understand Opioid Use Disorder. - Dinah Foer, Savanna Plombon, Stuart R. Lipsitz, David W. Bates, Anuj K. Dalal, Robert S. Rudin:
Adaptive Recruitment: Incorporating Patient Reported Outcomes for Clinical Trial Recruitment. - B. Isaac Francisco, Min Kim, Patricia E. Alafaireet, Anne Fitzsimmons, Christine Heath, Jeanette Linebaugh, Ceresa Ward, Michael Anderson, Dustin Viet, Victor Arnold, Eduardo Simoes:
Characterizing Secure Messages for Workload Analysis. - Helen N. Fu, Diana Jin, Terrence J. Adam:
Usability Evaluation Via Content Analysis of First-Time Patient Use of Top-Rated Commercial Diabetes Apps in a Crossover Randomized Trial. - Li-heng Fu, Christopher Knaplund, Kenrick Cato, David J. Albers, Sarah Collins Rossetti:
Utilizing Timestamps of Longitudinal Data from Electronic Health Record to Predict Clinical Deterioration Events. - Kinjal Gadhiya, David Friedlander, Edgar Zamora, Kelechi Emmanuel, Isha Shrimanker, Salim M. Saiyed, Vinod Nookala, David C. Kaelber:
Evaluation of Medication Alert Desensitization During Residency Training at Two Different Integrated Healthcare Systems. - Malaika Gallimore, Blaine Reeder:
Systematic Review of Consumer Health Informatics Efforts to Influence Childhood Vaccine Uptake. - Chenxi Gao, Jorge Alberto Rodriguez, Lipika Samal:
A Bilingual Patient Portal: Who are the Spanish-speaking Portal Users? - Pamela M. Garabedian, Angela Rui, Lynn A. Volk, David W. Bates:
Evaluation of Physician Satisfaction with an Electronic Health Record. - Kyungsook Gartrell, Joan Warren, Fang Liu, Paul A. Fontelo:
Influence of New to Practice Nurses EBP Beliefs and Implementation on Job Satisfaction, Group Cohesion, and Intent to Stay. - Mohamed F. Ghalwash, Vibha Anand, Kenney Ng, Jessica L. Dunne, Markus Lundgren, Marian Rewers, Riitta Veijola:
Leveraging Longitudinal Autoantibody for Phenotyping of Progression Rates to Type 1 Diabetes. - Michelle Gomez, Liliana Cortes, Amanda Mover, Oghenerukevwe Sam-Ogaga, Kim M. Unertl:
Inclusive and Insightful Data Visualization: Evaluating Menstrual Tracking Apps. - Aldren Gonzales, Guruprabha Guruswamy, Scott R. Smith:
Uses of Synthetic Data in Healthcare. - Hope G. Gray, Wayne H. Liang, Sue S. Feldman:
Why is Chaplain Documentation not being used Across the Care Continuum? - Ashley C. Griffin, Zhaopeng Xing, Sean P. Mikles, Stacy Bailey, Saif Khairat, Yue Wang, Jaime Arguello, Arlene E. Chung:
Information Needs and Perceptions Towards Using Chatbots for Hypertension Medication Self-Management: A Qualitative Study. - Lisa Grossman Liu, Meghan Reading Turchioe, Annie C. Myers, David K. Vawdrey, Ruth Masterson Creber:
Effect of Abbreviation and Acronym Expansion on Patients' Comprehension of their Health Records: A Randomized Trial. - Yin Guan, Mengchun Gong, Ying Zhang, Wenzhao Shi, Li Liu, Hong Zhu:
An e-health based clinical decision support system to predict mortality risk of COVID-19 patients. - Jia-Wen Guo, Christina L. Radloff, Katherine A. Sward, Susan L. Beck, Wendy W. Chapman, Gary W. Donaldson, Lewis J. Frey:
A Corpus Analysis of Social Isolation from Clinical Notes of Patients with Cancer. - Alfredo L. Guzman, Bunyamin Ozaydin, James H. Willig:
Software Development, Gamification and Usability: Improving the User Experience on an Educational Gaming App. - Tufia C. Haddad, Konstantinos Levantakos, Brett R. South, Dilhan Weeraratne, S. John Weroha, Andrea E. Hendrickson, Amit Mahipal, Parminder Singh, Megan Sands-Lincoln, Nawshin Kutub, Melissa Rammage, Eric Will, Jane Helgeson, Jane L. Snowdon, Gretchen P. Jackson:
Development and Training of an Artificial Intelligence (AI)-Based Clinical Trial Matching Tool for Oncology. - Saira N. Haque:
A Review of Telehealth for Identification and Treatment of Rare Diseases. - Huan He, Feichen Shen, Michael Lin, Hongfang Liu:
Identifying Rare Disease Studies by Natural Language Processing. - Bret S. E. Heale, Tyler Haberle, Christopher L. Fillmore, K. C. Fisher, Pallavi RanadeKharkar:
Treatment Decision-making: Tailoring Pharmacogenomic Recommendations to the Patient Context. - Paul M. Heider, Youngjun Kim, Stéphane M. Meystre:
A Meta-Analysis of Medical Concept Normalization Using Hierarchical Ontological Relations and Semantic Types. - Stephen Heisig:
Preliminary Evaluation of Phenotypic Features from Inpatient Clinical Interactions. - Catherine Hoang, Holly Miller, Pamela J. Noble, Herman A. Garrett, James Patterson, Rhea Sward, Anna Burchfield, Fola Parrish:
Mitigating Data Migration Risk and Promoting Patient Safety Utilizing Standardized Terminologies at the Department of Veteran Affairs. - Christopher J. Hoekstra, Nathan Deickmann, Joan S. Ash, Niki Steckler, Paul N. Gorman:
Acceptance of Clinical Quality Information Systems by Physical Therapy Managers: a Survey Analysis to Improve System Utilization. - Timothy P. Hogan, Bella Etingen, Stephanie L. Shimada, Nicholas McMahon, Lincoln Clarke, Derek Bolivar, Felicia R. Bixler, Rachel Wacks, Linda Am, Kathleen L. Frisbee, Bridget Smith:
Adoption and Use of Health-Related Mobile Apps Among US Military Veterans. - Yu-Chih Hsiao, Pieter Derdeyn, Chris Yoo:
Creating a Myxoma Virus Knowledgebase Annotated with BioBERT, a Pre-trained Biomedical Language Processing Model for Biomedical Text-mining, to Characterize Genomic Variation of Virus Strains. - Izabelle P. Humes, Roxana Loperena-Cortes, Melissa A. Basford, Kelsey R. Mayo, Joseph DiPaolo, David J. Schlueter, Jun Qian, Wei-Qi Wei, Robert J. Carroll, David Glazer, Paul A. Harris, Anthony A. Philippakis, Dan M. Roden, Andrea H. Ramirez:
The All of Us Research Program Researcher Workbench Phenotype Library: Five Disease Implementations. - Vojtech Huser, Clair Blacketer, Karthik Natarajan, Robert T. Miller, Andrew Williams, Selva Muthu Kumaran Sathappan, José D. Posada, Nigam Shah:
Data Quality Assessment of Laboratory Data. - Nassim Idouraine, Julia Ivanova, Tianyu Tang, Hiral C. Soni, Anita C. Murcko, Adela Grando:
What is a provider? Need for a new healthcare professionals taxonomy. - Bradley E. Iott, Jessica Pater, Shauna Wagner, Tammy Toscos, Tiffany C. Veinot:
Improving Social Determinants of Health Screening Implementation Through Collaboration: Leveraging a Clinical-Academic Partnership. - Wui Ip, Keith Morse, James J. Xie, Austin Powell, Natalie M. Pageler:
Investigating Parental Utilization of Confidential Adolescent Patient Portals using NLP. - Juan D. Irizarry-Cole, Stephen B. Johnson, Zane Dennis:
The Impact of Model and Tokenization Method Selection on a Deep Learning Classifier on Medical Text. - Yaswitha Jampani, Abu Saleh Mohammad Mosa:
Prevalence and Survival of Lip, Oral Cavity and Pharyngeal Cancer. - Robert A. Jenders:
Evaluation of the Observational Medical Outcomes Partnership Common Data Model as a Query Data Model for the Arden Syntax. - Jennifer Jewer, Christopher Patey, Paul Norman:
Implementation and Use of an Emergency Department Surge Management System: A Work System Approach. - Rafael Jiménez Silva, Chunxiao Zhou, Bart Desmet, Ayah Zirikly, Alex Marr, Maryanne Sacco, Pei-Shu Ho, Jonathan Camacho Maldonado, Julia Porcino, Guy Divita, Elizabeth Rasch:
Curating Annotated Corpora for Functioning Information. - Akshat Kapoor, Priya Nambisan:
ACESO (After Cancer Education and Support Operations): A pilot study evaluating the feasibility of an online cancer survivorship care plan. - Amir Karami, Frank Webb:
Social Media, LGBT, and Health: LGB vs Transgender Individuals. - Rebecca Kartje, Bella Etingen, Bridget Smith, Lincoln Clarke, Dawn Irwin, Felicia R. Bixler, Stephanie L. Shimada, Kathy Frisbee, Timothy P. Hogan:
How Do Veterans Access Their Online Patient Portal? - Shogo Kato, Satoko Tsuru, Makoto Ide, Akira Shindo, Naohisa Yahagi, Shu Yamada:
The Potential in Computerized Process for Dysphagia Rehabilitation after Cerebrovascular Diseases. - Sarita Keni, John Kilbourne:
Clinical Terminology Mapping Experiences in Migrating Clinical Data between Electronic Health Record Systems. - Ellen K. Kerns, Sarah D. Fouquet, Russell J. McCulloh:
Sustained Clinician Engagement with mobile ECDS (mECDS) Tools Disseminated Through a National QI Collaborative. - Elaine C. Khoong, Sachin Shah, Michelle Mourad, Raman R. Khanna:
Impact of comprehensive, language-concordant discharge instructions on rates of patient questions about discharge medications or instructions. - Halil Kilicoglu, Linh K. Hoang, Sahil Wadhwa
Identifying Sample Size Characteristics in Randomized Controlled Trial Publications. - Do-Hoon Kim, Yura Lee, Ji Seon Oh, Dongwoo Seo, Kye Hwa Lee, Young-Hak Kim, Woo-Sung Kim, Jae-Ho Lee:
Usage Pattern Changes of a Mobile Personal Health Records Functions During 9 years According to Version Upgrades. - Jihoon Kim, Paulina Paul, Pravina Kota, Yu R. Park, Julie A. Stoner, Wenyu Wang, Ying Zhang, Elisa Lee, Lucila Ohno-Machado:
Longitudinal Cohort Data Transformation Based on a Common Data Model and Metadata Standards: Examples from the Strong Heart Study. - Min Soon Kim, Uzma Z. Khan, Suzanne A. Boren, Qing Ye, Eduardo C. Simões:
A Comparison of DSME/S Documentation in Clinic Notes between Primary Care and Diabetes Care Specialist. - Youngjun Kim, Stéphane M. Meystre:
Improving De-identification of Clinical Text with Contextualized Embeddings. - Lindsey A. Knake, Tiffany Borbon, Sneha Iyer, Andrew Park, David Janssen, Jessica McIntyre, Kathleen Schroeder:
Using Social Media as a Clinical Decision Support Tool During the Uncertainty of Covid-19. - Taneya Y. Koonce, Dario A. Giuse, Mallory N. Blasingame, Jing Su, Annette M. Williams, Patricia L. Biggerstaff, Travis J. Osterman, Nunzia B. Giuse:
The Personalization of Evidence: Using Intelligent Datasets to Inform the Process. - Nikolas J. Koscielniak, Carole A. Tucker:
Data Standards for Semantic Interoperability to Support Pediatric Rehabilitation Learning Health Systems. - Anna Krupp, Joseph Greiner, Karen Dunn Lopez:
Mapping Guideline Recommendations to Electronic Health Records: A First Step in Developing Clinical Decision Support about ICU Patient Mobility. - David LaBorde, Himanshu Singh:
Real Time Monitoring of Suicide Prevention Care Pathways. - Joshua M. Landman, Randi E. Foraker:
Estimating the Prevalence of Autoimmune Diseases. - Jiwoo Lee, Robin Austin, Michelle A. Mathiason, Karen A. Monsen:
Heterogeneity among Low-Income Clients with Nutrition Problems Receiving Public Health Nurse Home Visiting Services: An Intervention Effectiveness Latent Class Analysis Study of Omaha System Data. - Yura Lee, Jeong Hyun Han, Ji-Young Kim, Do-Hoon Kim:
De-identification of Medical Data for Secondary Use: A Survey of Awareness Targeting Clinical Researchers. - Jie Li, Mengchun Gong, Wenzhao Shi, Li Liu, Hong Zhu:
Health Informatics Challenges for the Management of COVID-19. - Xiaoxia Li, Abu Saleh Mohammad Mosa:
ICU Data Visualization Research in the Literature and Future Needs. - Yifan Li, Changye Li, Gavin Bart, Rui Zhang:
Identifying and predicting risk factors of potential problem opioid use in chronic noncancer pain patients using electronic health records. - David M. Liebovitz, William Moore, Kelsey Waier, Seth Hartman:
Poster: An Unexpected Pathway for Fentanyl Orders. - Amanda L. Lien, Rishabh Jain, Claire Margolis, Sam Haaf, Alex Koshta, Solmaz Bagherpour, Srikanth Kaja, David Budd, Andrew LaPrise, Kevin Wood, Theodore Leng, Matthew Roe, Chhaya Shadra:
Data Quality Framework for Assessing Data from Electronic Health Record-Enabled Registries. - Danlu Liu, Zainab Al-Taie, Yuanyuan Shen, Christos Papageorgiou, Chi-Ren Shyu:
Differentiating Genetic Risk Factors Between Triple Negative and Luminal Breast Cancer Subtypes Using Long Contrast Patterns Mining. - Sijia Liu, Sunyang Fu, Sungrim Moon, Andrew Wen, Hongfang Liu:
Predicting Section Location of Clinical Sentences using BERT Encoder - A Pilot Study. - Yingci Liu, Smitha Edakalavan, Richard D. Boyce:
Mapping Dental Diagnostic Concepts to SNOMED CT: A Pilot Study. - Carmelo LoMonaco, Mohammad A. Faysel:
Does APOE4 Effect Cognitive Ability of Individuals with Alzheimer's Disease? - Maichou Lor, Mai Joua Yang, Adriana Arcia:
Developing and Evaluating Pain Pictograms to Facilitate Patient-Provider Communication in Primary Care Settings. - Virginia Lorenzi, Suzanne Bakken:
The Columbia HL7 FHIR Lab: An Approach to Advancing Competencies and Collaborations to Enhance Interoperability. - Chris J. Lu, Amanda Payne, James G. Mork:
Enhanced Features in the SPECIALIST Lexicon - Antonyms. - Fang Lu, Italo Buleje, Piyush Madan, Shilpa Mahatma:
Demystify challenges in adopting healthcare analytics solutions. - Kevin Lybarger, Elizabeth Chang, Kylie Kerker, Jolie Shen, Erica Qiao, Özlem Uzuner, Mari Ostendorf, Meliha Yetisgen:
A Novel Corpus With Detailed Annotations of Social Determinants of Health. - Douglas MacFadden, Shawn N. Murphy, Griffin M. Weber, Anupama Maram:
National Informatics Infrastructure Responding to the COVID-19 Pandemic. - Olatunde O. Madandola, Yingwei Yao, Hwayoung Cho, Karen Dunn Lopez, Fabiana C. Dos Santos, Tamara Goncalves Rezende Macieira, Diana J. Wilkie, Gail M. Keenan, Ragnhildur I. Bjarnadottir:
Characterizing Fall-Related Nursing Care Using Standardized Electronic Nursing Data. - Katye Magee, Cynthia LeRouge, Nadia Ramey, Thomas C. Newlin:
Digital Management of Perinatal Anxiety - Literature Review and Environment Scan. - Maria Malik, Nicholas R. Piniella, Kevin Carr, Alison Garber, Kumiko O. Schnock, David W. Bates, Jeffrey L. Schnipper, Anuj K. Dalal:
Using E-triggers to Create a Surveillance System for Diagnostic Errors in Acute Care. - Vasanthi Mandhadi, Abu Saleh Mohammad Mosa:
The Mizzou Way of Research Data Broker Operations and Governance. - Laura H. Marcial, Joshua E. Richardson, Stephanie Rizk, Stephen Brown, Jessica DeFrank, Danny van Leeuwen, Asli Weitkamp, Cheng-Kai Kao, Barry H. Blumenfeld:
Development and Implementation of a Patient-Facing, FHIR-based Clinical Decision Support Tool to Support Shared Decision Making for Chronic Pain. - Claire A. Margolis, Chhaya Shadra, Alex Koshta, Cuau Leyva, Neha Seth, Solmaz Bagherpour, Rakesh Puthalath, Helene Fevrier, Amanda Lien, Rishabh Jain, Hariesh Rajasekar, Theodore Leng, Matthew Roe:
A Platform for Regulatory-Grade Evidence Generation from Routine Electronic Health Record Data Capture. - Jacob A. Martin, Andrew Crane-Droesch, Folasade C. Lapite, Joseph C. Puhl, Jasmine A. Silvestri, Bruce P. Kinosian, Blanca E. Himes, Rebecca A. Hubbard, Vivek N. Ahya, Michael W. Sims, Joshua M. Diamond, Joseph Adler, Elizabeth Steele, Emily Ott, Lyle H. Ungar, Scott D. Halpern, Gary E. Weissman:
Identifying Actionable Aspects of Frailty in the Text of Encounter Notes. - Bryan C. McConomy, Eric Puster, Justin Morea:
Breaking Up is Hard to Do; Divorcing Pagers from the Clinical Ecosystem. - Mollie M. McKillop, Anita M. Preininger, Tyler Steben, Karlis Draulis, Nawshin Kutub, Gretchen P. Jackson:
Adoption and Impact of a Personalized and Data-Driven Health Benefits Decision-Support Tool. - Nicholas McMahon, Derek Bolivar, Bella Etingen, Bridget Smith, Jamie Patrianakos, Lishan Cao, Kathleen L. Frisbee, Timothy P. Hogan:
Technology Adoption and Coping with Pain: Descriptive Factors of Pain and Technology Use among Veterans. - John M. Meddar, Aditya Ponnapalli, Rimsha Azhar, Meghan Reading Turchioe, Ruth Masterson Creber:
A Structured Review of Commercially Available Cardiac Rehabilitation mHealth Applications Using the Mobile Application Rating Scale. - Chelsea L. Michael, Anjali V. Desai, Gilad J. Kuperman:
Supporting Patient-Centered Care in Oncology: Mapping for a Data View of Preferences and Values. - Jeremy J. Michel, Pegah Maleki, Janine Young, Katherine Yun:
Revising Shareable CDS to Encourage Dissemination and Incorporate New Guideline Recommendations. - Sean P. Mikles, Ashley C. Griffin, Arlene E. Chung:
Beyond Paper: A Systematic Review of Health Information Technology to Support Cancer Survivorship Care Planning. - Reyhaneh Mogharab Nia, Janusz Wojtusiak:
Using Landmark Information to Enhance Location Prediction for Missing People with Alzheimer's Disease. - Rohith Mohan, Phillip Ho, Lila Dalton, Francis Chan, H. Bryant Nguyen:
Deriving a De-Identified Dataset from EPIC-Derived Data for Use in Clinical Research: Pearls and Pitfalls in Database Creation and Analysis. - Haadi Mombini, Emmanuel Agu, Diane M. Strong, Holly Nguyen, Clifford Lindsay, Lorraine Loretz, Peder C. Pedersen, Raymond Dunn, Bengisu Tulu:
Prediction of Chronic Wound Care Decisions Using Machine Learning. - Jiankang Mu, Mengchun Gong, Zhengpeng Lu, Wenzhao Shi, Li Liu, Hong Zhu:
Evaluation of Patient Privacy During COVID-19 Outbreaks: Case Study. - Gargi Mukherjee, Caryn Robertson, Holly Gooding, Swaminathan Kandaswamy, Evan W. Orenstein:
Validation of an EHR Phenotype for Sexual History Documentation among Hospitalized Adolescents. - Sukrit Mukherjee, Gabriel Edwards:
Designing Android, iOS Apps for Mobile-Enhanced Prevention Support (MEPS) for Men who have Sex with Men (MSM) and Transgender Women (TW) Leaving Jail in South Los Angeles. - Annie C. Myers, Fariha Ahsan, Rochelle Joly, Alison Hermann, Yiye Zhang, Michael Laskoff, Jyotishman Pathak, Meghan Reading Turchioe:
Provider perspectives on the clinical utility of using a risk prediction tool for postpartum depression. - Masaharu Nakayama, Ryusuke Inoue, Hiroaki Shimizu:
Prospective Randomized Trial of Telemedicine-based Collaborative Care Using A Prefectural Medical Information Network System. - Kim Nolen, Marianna Bruno, Joshua Mitchell, Thomas George Kannampallil, Casey Reed, Mohammad Ateya, Sherry Lassa-Claxton, Michelle Holtman, Ahsan Huda:
Applying phenotypes to operationalize high-yield clinical features derived from a heuristic artificial intelligence model for a rare disease in the EHR. - Yuuki Nounin, Yoshito Zamami, Takahiro Niimura, Mitsuhiro Goda, Masayuki Chuma, Yuki Izawa-Ishizawa, Keisuke Ishizawa:
Search for preventive drugs for doxorubicin-induced cardiomyopathy using medical big data. - Bruna Oewel, Kelly Murdoch-Kitt, Michael P. Dorsch:
Using participatory design research to inform clinical decision-making. - Adetomiwa O. Oguntuga, Jordan Overcash, Gaurika Tyagi, Nam Nguyen:
Feature Importance Determination of a Diabetes Risk Classification Model. - Edidiong Okon, Lingyun Shi, Rich Tsui:
Automated Diagnosis Coding from Clinical Notes Using Attention-Augmented Recurrent Convolutional Neural Networks. - Seyedeh Samaneh Omranian, Susan McRoy:
Topic Modeling in Opioid Dependence Treatment Reviews. - Shawn Y. Ong, Vimig Socrates, Bidisha Nath, Christine A. Sinsky, Edward R. Melnick:
Normalized EHR-Use Metrics Across a Large Healthcare System: Feasibility and Preliminary Results. - Julia A. O'Rourke, John E. Doole, Cindy Liu, Matvey B. Palchuk:
Defining a Cohort of Patients with Multifocal Breast Cancer in Medical Records. - Sang S. Pak, Victor Cheuy:
Identifying Health Disparities in Physical Therapy Services, Leveraging Health Informatics and Geographical Information System. - Eric C. Pan, Marie Swall, Nathan E. Botts, Nelson Hsing, Omar Bouhaddou, Jeffery E. Anderson:
Granular HIE Data Provenance - Who did what to this patient? - Chul Hyoung Park:
Development & Validation of Radiology Common Data Model (R-CDM): a standardization of metadata in medical images. - Yoonyoung Park, Issa Sylla, Sasha Ballen, Amar K. Das:
Estimating Time Demand for Physicians in a Direct Primary Care Setting. - Jamie Patrianakos, Bella Etingen, Bridget Smith, Stephanie L. Shimada, Rachel E. Wacks, Daniel J. Amante, Kathy Frisbee, Timothy P. Hogan:
Which US Military Veterans Use Text Messaging to Receive Health-Related Information? - Olga V. Patterson, Samir Gupta, Andrew Gawron, Tonya Kaltenbach, Ranier Bustamante, Lin Liu, Daniel W. Denhalter, Ashley Earles, Scott L. DuVall:
Linking Polyps to Jars: information loss across colonoscopy and pathology reports. - Shaobo Pei, Gopi Penmetsa, Brian Sauer, Jessica Walsh:
Validation of Axial Spondyloarthritis Identifying methods in US Veterans. - Sofia Perez, Anuj K. Dalal, Jorge Alberto Rodriguez, Robert S. Rudin:
Developing an ePRO Asthma App for Spanish-speaking Latino Patients. - Stephen A. Petty, Richa Bundy, Adam Moses, Chrissy Floyd Morris, Carl Grey, Ajay Dharod:
Implementing Predictive Modeling to Increase Advance Care Planning Completion in Outpatient IM Resident Clinics. - Ethan Pfeifer, Najjuwah Walden, Joanna Abraham, Thomas George Kannampallil:
Intraoperative Anesthesia Transitions of Care and Adverse Events: A Systematic Review and Meta-Analysis. - Yuliya Pinevich, Adam Amos-Binks, Christie S. Burris, Gregory Rule, Brian W. Pickering, Christopher P. Nemeth, Vitaly Herasevich:
Sensitivity Analysis of Input Variables of Shock Detection Model. - Joseph Polifroni, Dmitriy Boyuk, Brian York:
Exploiting existing resources to create silver test sets for NLP evaluation. - Rachel A. Pozzar, Marilyn Hammer, Meghan Underhill-Blazey, Alexi Wright, James Tulsky, Fangxin Hong, Donna L. Berry:
Bots and other bad actors: Fraudulent responses following social media research recruitment. - Roberto Prandin, Pierluigi D'Antrassi, Marco Prenassi, Mattia Arlotti, Sara R. Marceglia:
A FHIR Based System for Implantable Bi-Directional Computer Interfaces: The Case Of Adaptive Deep Brain Stimulation. - Apoorv Prasad, Susan McRoy:
Supporting self-management of food and related expenses. - Anita M. Preininger, Bedda L. Rosario, Nawshin Kutub, Karlis Draulis, Stacey Duke, Wesley Rikkers, Gretchen P. Jackson:
An Operational Performance-Improvement Tool to Enable Value-based Healthcare. - Zach Rachlin, Deborah Schrag, Eva Lepisto, John Philip:
Visualizing Cancer Status and Treatment Outcomes with PRISSMM. - Mikie D. Rachman, Cheng-You Tsai, Marcelo A. Lopetegui, Marilyn Schallom, Po-Yin Yen:
Nurses' Stress Level Associated with Multitasking Activity: Analysis of Hands-On Tasks and Communications from a Time and Motion Study. - Abir Rahman, Forhan B. Emdad, Günes Koru:
Development and Evaluation of the Data Quality Toolkit: Toward Collaborative Improvement of Data Quality in Healthcare Organizations. - Protiva Rahman, Elisabeth Root, Susan D. Moffatt-Bruce, Courtney L. Hebert:
Designing an Interface for a Hospital Geographic Information System. - Md Kamruz Zaman Rana, Abu Saleh Mohammad Mosa, Akm Mosharraf Hossain, Illhoi Yoo:
Adaptive Flowchart Driven Smartphone Application for Predicting Patients at Risk of Chemotherapy Induced Nausea and Vomiting. - Diane M. Ratner, Matthew S. Zuzik, Himanshu Singh, Alyssa Stanley, Kelly A. Kavooras, David LaBorde:
Rapid Deployment of Hospital Information System Integrated Novel COVID-19 Test Result Monitoring and Surveillance Solution in 40 U.S. Hospitals. - Meghan Reading Turchioe, Lisa Grossman Liu, Annie C. Myers, Ruth Masterson Creber:
Sustaining engagement with patient-reported outcomes (PRO) monitoring among older adults. - Melissa P. Resnick, Steven H. Brown, Keith E. Campbell, Diane Montella, Frank LeHouillier, Peter L. Elkin:
Turning Data into Information: Evaluation of SOLOR. - Irbaz Bin Riaz, Huan He, Yiqing Zhao, Rabbia Siddiqi, Vitaly Herasevich, Per Olav Vandvik, Victor Montori, Allan Bryce, Mohammad Hassan Murad, Hongfang Liu:
A Living Network Meta-Analysis of First Line Treatment of Metastatic Kidney Cancer. - Safiya Richardson, Katherine L. Dauber-Decker, Thomas G. McGinn, Douglas P. Barnaby, Adithya Cattamanchi, Joseph Carrubba, Renee Pekmezaris:
Barriers to Use of Clinical Decision Support for Evaluation of Pulmonary Embolism: Results of a Qualitative Study. - Candis A. Riggs, Navneet Baidwan, James Wiliq, Bunyamin Ozaydin:
Improving HIV Patients' Appointment Adherence Using a Predictive Model. - Rebecca L. Rivera, Heidi Hosler, Saurabh Rahurkar, Richard Holden, Joshua R. Vest, Jeong Hoon Jang, Jason Schaffer, Julia Adler-Milstein, Titus K. Schleyer:
Towards Measuring Real-World vs. Theoretical Impact: Implementing an Enhanced Method for Evaluating Health Information Exchange (HIE). - Laritza M. Rodriguez, Homa Ahmadzia:
Methods to Improve Prediction for Transfusion at Delivery. - Ursula A. Rogers, Shelley A. Rusincovitch, Lawrence Greenblatt:
Design and Implementation of a Social Determinants Framework for Linkage to the Electronic Health Record (EHR). - Deevakar Rogith, Jair C. Soares, M. Sriram Iyengar:
Visualization Of Patient Medications' Trajectory In Depression Management. - Jessica M. Ruff, Peter J. Greco, David C. Kaelber:
Measuring Effectiveness of Bulk Orders & Messages in a Population Health Program. - Angela Rui, Pamela M. Garabedian, Lynn A. Volk, Diane L. Seger, Sonam N. Shah, David W. Bates:
Usability Testing of Seegnal Drug-related Problems Alerting System. - Elham Sagheb, Jungwon Yoon, Chung-Il Wi, Pragya Shrestha, Euijung Ryu, Miguel Park, Barbara P. Yawn, Hongfang Liu, Young J. Juhn, Sunghwan Sohn:
Assessing Clinician's Adherence to Asthma Guidelines for Asthma Control Status using Natural Language Processing in a Primary Care Setting. - Emma Sahn, Bobby Caplin, David Zoltok, Alex Lockwood, Preethi Raju, Dyami Chiasson, Vijan Joshi, John Schrom:
Routing to Care: Identifying the Relationship between Discrete Reasons for Visits and Patient-Selected Appointment Types. - Sameh N. Saleh, Richard J. Medford:
A Spatial Exploration Relating Healthcare Coverage and Medical Crowdfunding in the United States. - Lipika Samal, Edward Wu, Skye Aaron, Pamela M. Garabedian, Allison B. McCoy, Gearoid M. McMahon, Patricia C. Dykes, Stuart R. Lipsitz, David W. Bates, Adam Wright:
Clinical Decision Support for Hypertension Management in Primary Care Patients with Chronic Kidney Disease. - Shana F. Sandberg, Prashila Dullabh, Lauren S. Hovey, Krysta Heaney-Huls, Nithya Rajendran, Nora Marino, Shafa Al-Showk, Edwin A. Lomotan, Dean F. Sittig:
Using Social Science Methods to Conduct a Horizon Scan to Identify Gaps and Opportunities for Future Development in Patient-Centered Clinical Decision Support. - Sundar Saranathan, Piyush Madan, Carla Agurto, Elif Eyigöz, Lauren Mitchell, Shilpa Mahatma, Guillermo A. Cecchi:
Cloud-Native Language-Based Analysis for Neurodegenerative Assessment. - Nancy Schaefer, Sarah L. Meyer:
Interdisciplinary Collaboration to Create Data -Discovery Informatic Tools for Researchers in Precision Public Health. - Elisabeth L. Scheufele, Jason Hatanaka, Mya Baca, Stacy Laclaire, Jeff Heiland, Nawshin Kutub, Brett R. South, Gretchen P. Jackson:
A Modular Editorial Content Curation Framework for Pharmacological and Patient Knowledge Management. - Daniel R. Schlegel, Kate Gordon:
On the Representation of Groups of Patients in LA. - John Schrom, Emma Sahn, Bobby Caplin, Vijan Joshi:
Predicting Discrete Reason for Visit using Personalized PageRank. - Jessica M. Schwartz, Sarah Collins Rossetti, Kenrick Cato:
Clinician Involvement in Research on Machine-Learning-Based Clinical Decision Support for the Hospital Setting: A Scoping Review. - Aviv Shachak, Francine Buchanan:
When Rules Translate into Tools: An Activity Theory Perspective on Some Unintended Consequences of Health Information Technology. - Manan Shah, Derek Shu, V. B. Surya Prasath, Yizhao Ni, Andrew Schapiro, Kevin R. Dufendach:
Machine Learning to Identify Peripherally Inserted Central Catheter (PICC) Tip Position from Radiology Reports. - Marianne Sharko, Mohit Manoj Sharma, Lisa Grossman Liu, Natalie C. Benda, Melissa Chan, Eric Wilsterman, Jessica S. Ancker:
Numerical Formats to Optimize Comprehension of Medication Instructions: A Systematic Review and Presentation of a Novel Conceptual Model. - Nelson Shen, Mikayla Munnery, Sarah Wickham, Gillian Strudwick, Abigail Carter-Langford:
Foundations for Meaningful Consent in Canada's Digital Health Ecosystem. - Yuanyuan Shen, Danlu Liu, Chi-Ren Shyu, Jonathan B. Mitchem:
Using novel exploratory subgroup mining to determine complication patterns of post colectomy based on hospital characteristics. - Akiko Shibuya, Jimpei Misawa, Rie Ichikawa, Yukihiro Maeda, Izumi Ikeda, Teruyoshi Hishiki, Yoshiaki Kondo:
The impact of emotions and values on medication errors: Analysis using a text mining approach. - Seo Jeong Shin, Seng Chan You, Hokyun Jeon, Ji Won Jung, Rae Woong Park, Jin Roh:
Application of image-translation for improving the performance of a deep learning model in external validation in the field of digital pathology. - Rebecca Shyu, Timothy L. Haithcoat, Mirna Becevic:
Telemedicine's Impacts on Rural Population - A Patient Travel Time Study. - Javier Silva Valencia:
Coordination and Interoperability of Dengue Health Information Systems that collect patient data in Perú during the 2017 epidemic. - Akanksha Singh, Amanda Stafford McRell, Benjamin L. Schooley, Kristen Seay, Neset Hikmet:
Towards a Consumer Centered Foster Care Information Exchange. - Simone J. Skeen, Scott Jones, Carolyn Cruse, AvaGrace Palazzolo, Keith J. Horvath:
Mining Insights from User-Generated Content on Thrive with Me, an mHealth Platform for Men Living with HIV: Demonstration of a Novel Machine Learning-Aided Thematic Analysis. - Bridget M. Smith, Kim M. Nazi, Timothy P. Hogan, Bonnie J. Wakefield, Rachael N. Martinez, Bella Etingen, Stephanie L. Shimada, Katie Suda, Kevin T. Stroupe:
Web-Based Patient Portal Use and Medication Overlap from VA and Private-Sector Pharmacies among Older Veterans. - Heather Anne Smith, Jean Hai Ein Yong, Kami Kandola, Robin Boushey, Craig E. Kuziemsky:
Informing colorectal cancer screening in northern Canada using participatory simulation modeling. - Hossein Soleimani, Sara G. Murray:
Double Dice Roll Outperforms a Built-In Model for Predicting Remaining Length of Stay: Lessons Learned from a Prospective Evaluation. - Qianqian Song, Umit Topaloglu, Jing Su, Wei Zhang:
Leveraging Single-cell Data through Graph-based Artificial Intelligence. - WonGeun Song, Hyunyoung Baek, Changwon Choi, Younghwa Jung, Sooyoung Yoo:
Predictive Modeling in Symbolic Vital Signs for Clinical Critical Events in the Neonatal Intensive Care Unit. - Xing Song, Mei Liu, Lemuel R. Waitman, Sanjay Parashar, Steven Q. Simpson:
Discovering Factors Associated with Suspected Infections. - Maria L. Souden, Jenifer E. Stelmack:
Investigating How Knowledge Sharing Supports Collective Sensemaking through the Lens of an Online Community of Department of Veterans Affairs Data Users. - Amanda Steffon, Pamela Banning, Precious Faith H. Porter:
Hungry for Resolution: Investigating the Presence of Social Determinants of Health (SDoH) in Standard Terminologies. - Lucy C. Stein, Laura C. Schubel, Saba Owens, Ronald E. Romero Barrientos, Kristen E. Miller:
UX of Cardiovascular Risk Education Tool for Electronic Patient Portal. - Samantha Stonbraker, Gabriella Flynn, Mina Halpern, Maureen George:
Patient and Provider Perspectives on Using Information Visualizations to Enhance HIV-Related Communication During Clinic Visits. - Olga Strachna, Onur Asan:
A Systems Engineering Approach to an Artificial Intelligence Reality within healthcare: From Hype to Value. - Jing Su, Qianqian Song, Stacey O'Neill, Jimmy Ruiz, Michael Chan, Michael Soike:
Single Cell RNA Sequencing Reveals Pan-Brain Metastasis Immune Landscape. - Xin Su, Timothy A. Miller, Majid Afshar, Dmitriy Dligach:
Learning Hierarchical Transformer-based Representations of Clinical Notes. - Suthida Suwanvecho, Harit Suwanrusme, Tanawat Jirakulaporn, Palita Lungchukiet, Nimit Taechakraichana, Nittaya Thanakarn, Wimolrat Decha, Wisanu Boonpakdee, Pattanawadee Wongrattananon, Anita M. Preininger, Suwei Wang, Metasebya Solomon, Rezzan Hekmat, Jaime Esquivel, Irene Dankwa-Mullan, Vimla L. Patel, Edward H. Shortliffe, Yull E. Arriaga, Gretchen P. Jackson, Narongsak Kiatikajornthada:
Concordance with Oncology Clinical Decision Support and Clinical Outcomes in Breast and Colorectal Cancer Patients. - Issa Sylla, Yoonyoung Park, Sasha Ballen, Amar K. Das:
A Visual Analytics Tool for Understanding Provider Networks. - Tania Tajirian, Khaled Almilaji, Lydia Sequeira, Gillian Strudwick, Damian Jankowicz:
SWAT Team: Addressing EHR burnout through a customized education lens. - Erin M. Tallon, Mark Clements, Danlu Liu, Katrina Boles, Chi-Ren Shyu:
A Deep Exploratory Mining Approach for Discovering Associations between Family History of Type 1 Diabetes and Autoimmune and Related Conditions. - Hung-Jui Tan, Allison Deal, Antonia Bennett, Susan Blalock, Arlene E. Chung, David Gotz, Matthew E. Nielsen, Dan Reuland, Alex Sox-Harris, Ethan M. Basch:
Urologist Attitudes towards Risk Prediction Tools, Electronic Health Records, and Surgical Clinical Decision Support. - Tianyu Tang, Nassim Idouraine, Julia Ivanova, Hiral C. Soni, Anita C. Murcko, Adela Grando, Darwyn Chern, Christy Dye, Mary Jo Whitfield:
Health Care Professional Perspectives of Patient-Controlled Granular Information Sharing. - Brittany N. Taylor, Meghan Reading Turchioe, Lisa Grossman Liu, Ruth Masterson Creber:
Older Adults Can Successfully Monitor Symptoms Using an Inclusively Designed Mobile Application. - Andrew K. Teng, Adam B. Wilcox:
Housing Stability Phenotype Extracted from Clinical Text Notes and Diagnosis Codes. - Khushboo Maulikmihir Thaker, Young Ji Lee, Peter Brusilovsky, Daqing He:
Automated categorization of online health documents using Domain Specificity. - Kyle J. Thompson, Michael Johnson, Danelle Higgins, Poonam Sharma, Brittany L. Anderson-Montoya:
Natural Language Processing (NLP) using Convolutional Neural Networks (NN) to Classify Patient Care Events. - Nicholas Timkovich, Bunyamin Ozaydin:
The Road to Easy and Accurate Data Collection for an International Surgical Outcomes Registry. - Dante A. Tolentino, Kathleen Insel, Sheila M. Gephart:
The relationship between task-technology fit and nurses' performance in the EHR. - Michael Totzke, Dean Woolstenhulme:
Mapping a Value Set to a Standard Terminology by Leveraging Parent-Child Hierarchies to Define Attributes. - Le-Thuy T. Tran, Ramkiran Gouripeddi, Julio C. Facelli:
A Harmonized Framework to Evaluate Impacts of ECHO Pain and Opioid Training on Patients and Clinicians. - Jacob S. Tripp, Megan Smith, Alex DeCleene, Nicholas Williams, Drayton Rodrigues, Richard Rasmussen, Tamara Moores Todd, James Hellewell:
Low Thiamine Warnings for Post-Bariatric Surgery Patients. - Chao-Wei Tsai, Kayley Abell-Hart, Joshua Miller, Danielle J. Kelly, Mary M. Saltz, Veena Lingam:
Inpatient Point of Care Glucose Performance Analysis Using Paired Timestamps. - Javier Vargas-Herrera, Stefan Escobar, Leonardo Rojas Mezarina, C. Mahony Reátegui Rivera, Javier Silva Valencia, Héctor Espinoza-Herrera, Miguel G. Moscoso, Max Chahuara Rojas:
Implementation of an online course for training health professionals in rural areas in the use of verbal autopsy: case study in Peru. - Haleh Vatani:
Decision Making of Clinicians from Multiple Disciplines for Engaging Patients' Informal Caregivers to Help with Heart Failure Self-care. - Bindu Vekaria, Glen Martin, Thomas House:
Advancing modelling of time-to-event outcomes: moving beyond the Cox model. - Marehan Waly, Teresa Helsten, Nhan Vuong, Amanda Gooding, William Frederick, Alex D. Leow, Jejo D. Koola:
Diagnosing Chemotherapy-Related Cognitive Impairment Using Digital Phenotyping. - James Wang, Cornel Antonescu:
Order Set Utilization in a Multi-hospital/Multi-state Healthcare Network. - Liqin Wang, Rebecca E. Amariglio, Li Zhou:
Investigating Clinical Documentation of Subjective Cognitive Decline in the Electronic Health Records. - Zhendong Wang, Peter Brusilovsky, Heidi Donovan, Vivian Hui, Mary L. Klem, Daniel Przybylak, Heidi Reis, Daqing He, Young Ji Lee:
Machine learning based iterative annotation system for Ovarian Cancer articles. - Leyla B. Warsame, Raghuveer Puttagunta:
Key Metrics of Surge Capacity Assessments for Healthcare Systems and Hospitals: A Development Framework. - Stephen A. Weaver, Dannie Greenlee, Pamela Banning, Swapna Abhyankar, David Baorto:
Furthering LOINC Interoperability through Mapping to Open Biomedical Ontologies. - Stephanie E. Weiner, Reed Magleby, Mallika Viswanath, Meghan Reading Turchioe, Ruth Masterson Creber:
Review of Existing Mobile Apps for the Support of Cystic Fibrosis Self-Management Using the Mobile Application Rating Scale. - John A. Weissert, Tracy Downs, Kourosh Ravvaz:
A User-Centered Real-World Evidence Clinical Decision Support: A multidisciplinary experience use case. - LuAnn Whittenburg, Virginia K. Saba:
Nursing Data Representation in Health Data Interoperability. - Nick Williams, Craig S. Mayer, Vojtech Huser:
Rule-based Data Quality Assurance of Medication History Data. - Geneva Wilson, Bella Etingen, Bridget Smith, Lishan Cao, Stephanie L. Shimada, Felicia R. Bixler, Dawn Irvin, Angela Patterson, Kathy Frisbee, Timothy P. Hogan:
Healthcare Team Encouragement to Engage in Care Through Secure Messaging and Patterns of Secure Messaging Use in the Veteran Population. - Mark Wlodarski, Shruti Sehgal, Ruchi Gupta, Lucy Bilaver, Justin Starren, Firas H. Wehbe, Nicholas D. Soulakis:
Towards a Food Allergy Data Commons. - Melinda Wong, Karen Bavuso, Emily Man Wai Chan, Saverio M. Maviglia, Roberto A. Rocha:
Use of Biomedical Ontologies to Improve Adverse Event Reporting. - Erika L. Wood, Georgina Mendoza, Kristen Williams, Regina Casanova-Perez, Sarah Friedman, Lorna Kwan, Sarah E. Connor, Stanley K. Frencher, Andrea L. Hartzler, Sheba George, John L. Gore, Mark S. Litwin:
How diversity impacts design: developing an interactive quality of life symptom dashboard with prostate cancer survivors from underserved communities. - Benjamin Woodle, Melody L. Greer:
Patient Matching and Safety Events. - Aileen P. Wright, Dara Mize:
The Medication Ordering Safety System: A Pipeline to Predict Adverse Drug Events at the Time of Ordering. - Cai Wu:
Development of an Application for Antibiotics Utilization Analysis. - Danny T. Y. Wu, Hoang Vu, Shwetha Bindhu, Catherine Xu, Shuai Mu, Brett Harnett, James J. Lee:
Understanding User Needs through Health Forum Data: A Feasibility Study in Alzheimer's Disease. - Samuel Yang, Rajesh Ganta, Jennifer Lee, Jeffrey Hoffman:
Determining the Prevalence of Providers' Review of Past Patients in a Pediatric Hospital Using EHR Access Log Data. - Zhixun Yang, Chao Liu, Qiang Guo, Mengchun Gong, Zhouguang Hui:
Association of Histological Type of Lung Cancer with Smoking and Biomarkers in China: A Multi-Center Study. - Jiancheng Ye, Ann A. Wang, Jennifer Bannon, Abel N. Kho, Nicholas Soulakis, Theresa L. Walunas:
The Spectrum of Practice Facilitation Activity: the Healthy Hearts in the Heartland Collaborative. - Qing Ye, Suzanne A. Boren, Uzma Z. Khan, Eduardo C. Simões, Min Kim:
An Analysis of Diabetes Mobile Apps Feedback Messages Focused on the Healthy Coping Principle. - Yi Hang Ian Yen, John M. Meddar, Corinne Lamour-Romero, Beichotha Zawtha, Ruth Masterson Creber, Natalie C. Benda:
mHealth in Myanmar: Community-based Participatory Design of a Population Health Surveillance Data Collection Application. - Zaid K. Yousif, Linda Awdishu, Mike Hogarth, Jejo D. Koola:
Electronic Health Record Phenotyping of Patients with Drug-Induced Renal Injury. - Rafeek A. Yusuf, Adaeze Aroh, Zenab Yusuf, Andrew Tajo, Jide Adeshiyan:
Clinical Decision Support Systems Use for Pressure Sores Risk Assessment in Long-Term Care Facilities in the United States. - Saldi Yusuf, Medalit Hambly, Catherine J. Staes:
Standardizing Nursing Orders to Better Assess Acuity and Improve Nursing Workflow. - Yoshito Zamami, Takahiro Niimura, Yuki Izawa-Ishizawa, Mitsuhiro Goda, Kenshi Takechi, Masayuki Chuma, Keijo Fukushima, Yuya Horinouchi, Yasumasa Ikeda, Hiromichi Fujino, Keisuke Ishizawa:
Elucidation of risk factors of immune checkpoint inhibitor-induced fatal adverse events by using large-scale medical information. - Lingling Zhang, Ning An, Huitong Ding, Ning Xie, Chi Zhang, Gil Alterovitz:
Personal Cognitive Health Library. - Linying Zhang, Yixin Wang, Anna Ostropolets, Ruijun Chen, David M. Blei, George Hripcsak:
The Multi-Outcome Medical Deconfounder: Assessing Treatment Effect on Multiple Renal Measures. - Mingwei Zhang, Zongzhi Liu, Meng Ma, Kyeryoung Lee, Yun Mai, Scott Jones, Chris Gilman, Ying Ru, Matthew Deitz, Yunrou Gong, Xiang Zhou, Krish Ghosh, Rong Chen, Eric E. Schadt, Xiaoyan Wang:
DxTree: a visual analytics tool for hierarchical representation of disease cohort counts for clinical trials. - Nasen J. Zhang, Philippe Rameau, Marsophia Julemis, Yan Liu, Sundas Khan, Thomas G. McGinn, Safiya Richardson:
Design and Validation of an Automated Process for Assessment of Risk for Pulmonary Embolism Using the Well's Criteria. - Shuyang Zhang, Mengchun Gong, Weiguo Zhu, Peng Liu, Jian Guo, Haopeng Xu, Jiong Zhou:
Innovation in Informatics to Improve the Clinical Care and Drug Accessibility of Rare Diseases in China. - Xiaohan Tanner Zhang, George Kim, Sasha Ballen, Sugato Bagchi, Pei-Yun Sabrina Hsueh, Marion J. Ball:
Patient Characteristics Associated with ER Visits in a Direct Primary Care Practice. - Yili Zhang, Michael J. Gurley, Firas H. Wehbe:
Comparing Data Quality in EHR Data between an Oncology and Diverse Populations Using the OMOP Common Data Model. - Zilong Zhang, Cathy Eastwood, Natalie Wiebe, Adam G. D'Souza, Yuan Xu, Hude Quan, Quan Long:
Interpretable Automatic Adverse Event Detection with Hierarchical Attention Networks. - Juan Zhao, Yu Wang, QiPing Feng, Wei-Qi Wei:
Detecting National Institutes of Health's funding interests and trends using Machine Learning. - Weiyu Zhao:
Robotic Process Automation(RPA): A New Technique of Automating Data Management in Clinical Fields. - Zhi Zheng, Mayesha Sahir Mim, Hyunkyoung Oh, Yura Lee, Wonchan Choi:
Can A Robot Encourage Physical Exercise for Older Adults? A Pilot Robot-Mediated Tai Chi Exercise Study. - Xiajie Zhou, Tianchu Lyu, Jungmi Jun, Xiang Cui, Andrew Eidson, Chen Liang:
Exploratory Analysis of Data Veracity Problem for Consumer Reported Adverse Drug Reaction Events on Social Media.
Systems Demonstration
- Zachary B. Abrams, Lin Zhang, Ricky Rodriguez, Lynne V. Abruzzo, Kevin R. Coombes, Philip R. P. Payne:
CytoGPS: A Web-Enabled Karyotype Analysis Tool for Cytogeneticists and Biomedical Data Scientists. - Kristin P. Bennett, Lilian M. Ngweta, Karan Bhanot, John S. Erickson:
MortalityMinder: A Web Tool for Visualizing and Investigating Social Determinants of Premature Mortality in the United States. - Richard L. Bradshaw, Kensaku Kawamoto, Guilherme Del Fiol:
FHIR and CDS Hooks-Based Population Health Management Coupled with Patient Outreach via Chatbot Technology: a Use Case in Genetic Counseling for Familial Cancer Risk. - Yonghao Jin, Fei Li, Hong Yu:
BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab. - Mehmet Kayaalp, Ming Way, Pamela Sagan:
NLM-Scrubber - a Software Application for Clinical Text De-Identification. - Jeffrey G. Klann, Michael Mendis, Diane Keogh, Shawn N. Murphy:
Informatics for Integrating Biology and the Bedside (i2b2) in 2020: Supporting Large Ontologies and REDcap Surveys. - Blake J. Lesselroth, Juell Homco, Melissa Van Cain, Jennifer Faries, David C. Kendrick:
Community Social Needs Screening and Intervention: An Informatics Platform Using Health Information Exchange and Consumer Technology. - Arthur T. Maness, Erik Rasmussen, Aika Cho, John Hofer, Jared Luther, Mark Reynolds, Shirleen Hewitt, David Nix, Andrew Post:
Genomic Sequencing : Tracking, Ordering and Collaboration with GNomEx. - Anupama Maram, Griffin M. Weber:
Accrual to Clinical Trials (ACT) - a SHRINE User Interface Refresh to Search for 125+ Million Lives. - Saverio M. Maviglia, Roberto A. Rocha, Dominik Aronsky:
Integrating Research, Clinical Decision Support, Population Health, and Quality Measurement within a Learning Health System. - Andrea H. Ramirez, Kelsey R. Mayo, Robert J. Carroll, Karthik Muthuraman, Melissa A. Basford, David Glazer, Paul A. Harris, Anthony A. Philippakis, Dan M. Roden:
The All of Us Research Program Researcher Workbench: Cloud based access and analytics to advance precision medicine. - Raheel Sayeed, Dan Gottlieb, Kenneth D. Mandl:
SMART Markers: A SMART on FHIR Framework to Standardize Collection of Patient Generated Health Data. - Alex Tocitu, Andrew I. Geller, Maribeth Sivilus, Daniel S. Budnitz:
SEADRAGON - A Web-Based System of Surveillance Estimates Attributed to Drug-Related Adverse Events Generated Online. - Fuchiang (Rich) Tsui, Lingyun Shi, Victor M. Ruiz, Fan Mi, Michael Goldsmith, Maryam Y. Naim, Jorge A. Gálvez, Allan F. Simpao:
Design and deployment of a real-time AI-based telehealth system for deterioration prediction of critical-care patients in a large children's hospital. - Yaoyun Zhang, Jingqi Wang, Hua Xu:
LANN: An integrated online annotation tool for information extraction.
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