| 2022 | AMIA | An Unsupervised Cluster Analysis of Post-COVID-19 Mental Health Outcomes and Associated Comorbidities. | Katherine A. Brown, Indra Neil Sarkar, Karen Crowley, Dilum P. Aluthge, Elizabeth S. Chen |
| 2021 | AMIA | Clinical Note Section Detection Using a Hidden Markov Model of Unified Medical Language System Semantic Types. | Aaron S. Eisman, Katherine A. Brown, Elizabeth S. Chen, Indra Neil Sarkar |
| 2020 | AMIA | Mental Health Comorbidity Analysis in Pediatric Patients with Autism Spectrum Disorder Using Rhode Island Medical Claims Data. | Katherine A. Brown, Indra Neil Sarkar, Elizabeth S. Chen |
| 2020 | AMIA | Selection of Clinical Text Features for Classifying Suicide Attempts. | Ryan S. Buckland, Joseph W. Hogan, Elizabeth S. Chen |
| 2020 | AMIA | Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. | Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar |
| 2020 | AMIA | Coding Free-Text Chief Complaints from a Health Information Exchange: A Preliminary Study. | Sotiris Karagounis, Indra Neil Sarkar, Elizabeth S. Chen |
| 2019 | AMIA | Mining Drugs and Indications for Suicide-Related Adverse Events. | Tiffany Ding, Elizabeth S. Chen |
| 2018 | AMIA | Using Demographic Factors and Comorbidities to Develop a Predictive Model for ICU Mortality in Patients with Acute Exacerbation COPD. | Sukrit S. Jain, Indra Neil Sarkar, Paul Stey, Rajsavi S. Anand, Dustin R. Biron, Elizabeth S. Chen |
| 2018 | AMIA | Predicting Thromboembolism after Vaginal and Laparoscopic Hysterectomy in Gynecologic Oncology Patients using Machine Learning. | Justin E. Kleiner, Michael Cohen, Dilum P. Aluthge, Ishan Sinha, Indra Neil Sarkar, Elizabeth S. Chen, Dario R. Roque |
| 2018 | AMIA | Predicting the Costs of Medical Liability Using Artificial Neural Networks. | Jonathan T. Vu, Dilum P. Aluthge, Ishan Sinha, Elizabeth S. Chen, Indra Neil Sarkar |
| 2017 | AMIA | An Automated System for Categorizing Transthoracic Echocardiography Indications According to the Echocardiography Appropriate Use Criteria. | Aaron S. Eisman, Rory B. Weiner, Elizabeth S. Chen, Paul Stey, Rishi K. Wadhera, Aaron P. Kithcart, Indra Neil Sarkar |
| 2017 | AMIA | Comorbidity Miner: An Open Source Interactive Tool for Mining Disparate Electronic Health Data Sources. | Ashley S. Lee, Indra Neil Sarkar, Genevieve B. Melton, Yuanqing Liu, Vivekanand Sharma, Elizabeth S. Chen |
| 2017 | AMIA | Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation. | Elizabeth A. Lindemann, Elizabeth S. Chen, Yan Wang, Steven J. Skube, Genevieve B. Melton |
| 2017 | AMIA | Assessing Data Quality within Health Information Exchanges: A Case Study for Supporting Emergency Department Research. | Margaret M. Thorsen, Indra Neil Sarkar, Elizabeth S. Chen, Elaine Fontaine, Gregory Walker, Megan L. Ranney |
| 2017 | AMIA | Residence, Living Situation, and Living Conditions Information Documentation in Clinical Practice. | Tamara J. Winden, Elizabeth S. Chen, Yan Wang, Elizabeth A. Lindemann, Genevieve B. Melton |
| 2016 | AMIA | Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record. | Ranyah Aldekhyyel, Elizabeth S. Chen, Sripriya Rajamani, Yan Wang, Genevieve B. Melton |
| 2016 | AMIA | Mining and Visualizing Sequential Patterns in the Electronic Health Record: A Case Study for Asthma With and Without Mental Disorders. | Elizabeth S. Chen, Genevieve B. Melton, Mark Howison, Erik Knoll, Ashley S. Lee, Indra Neil Sarkar |
| 2016 | AMIA | Validating the Occupational Data for Health Model: An Analysis of Occupational Information in Reports, Standards, Surveys, and Measures. | Sripriya Rajamani, Elizabeth S. Chen, Ranyah Aldekhyyel, Yan Wang, Genevieve B. Melton |
| 2016 | AMIA | Family History by Other Names: A Preliminary Comparison of Structured and Free-Text Sources in the Electronic Health Record. | Paul T. Rosenau, Diantha B. Howard, Genevieve B. Melton, Elizabeth S. Chen |
| 2016 | AMIA | Investigating Longitudinal Tobacco Use Information from Social History and Clinical Notes in the Electronic Health Record. | Yan Wang, Elizabeth S. Chen, Serguei V. S. Pakhomov, Elizabeth Lindemann, Genevieve B. Melton |
| 2016 | AMIA | Representing Residence, Living Situation, and Living Conditions: An Evaluation of Terminologies, Standards, Guidelines, and Measures/Surveys. | Tamara J. Winden, Elizabeth S. Chen, Genevieve B. Melton |
| 2015 | AMIA | Representation of Drug Use in Biomedical Standards, Clinical Text, and Research Measures. | Elizabeth W. Carter, Indra Neil Sarkar, Genevieve B. Melton, Elizabeth S. Chen |
| 2015 | AMIA | Mining and Visualizing Family History Associations in the Electronic Health Record: A Case Study for Pediatric Asthma. | Elizabeth S. Chen, Genevieve B. Melton, Richard Wasserman, Paul Rosenau, Diantha B. Howard, Indra Neil Sarkar |
| 2015 | AMIA | Surveying Problem List Perceptions and Use in the Electronic Health Record. | Darlene Peterson, Timothy E. Burdick, Joshua Cohen, Indra Neil Sarkar, Julie Lin, Dennis Plante, Elizabeth S. Chen |
| 2015 | AMIA | Automated Extraction of Substance Use Information from Clinical Texts. | Yan Wang, Elizabeth S. Chen, Serguei V. S. Pakhomov, Elliot G. Arsoniadis, Elizabeth W. Carter, Elizabeth Lindemann, Indra Neil Sarkar, Genevieve B. Melton |
| 2014 | AMIA | Automated Extraction of Family History Information from Clinical Notes. | Robert Bill, Serguei V. S. Pakhomov, Elizabeth S. Chen, Tamara Winden, Elizabeth W. Carter, Genevieve B. Melton |
| 2014 | AMIA | Examining the Use, Contents, and Quality of Free-Text Tobacco Use Documentation in the Electronic Health Record. | Elizabeth S. Chen, Elizabeth W. Carter, Indra Neil Sarkar, Tamara Winden, Genevieve B. Melton |
| 2014 | AMIA | Extending the HL7/LOINC Document Ontology Settings of Care. | Sripriya Rajamani, Elizabeth S. Chen, Yan Wang, Genevieve B. Melton |
| 2014 | AMIA | Using Arden Syntax to Identify Registry-Eligible Very Low Birth Weight Neonates from the Electronic Health Record. | Indra Neil Sarkar, Elizabeth S. Chen, Paul Rosenau, Matthew B. Storer, Beth Anderson, Jeffrey D. Horbar |
| 2014 | AMIA | Evaluating Living Situation, Occupation, and Hobby/Activity Information in the Electronic Health Record. | Tamara Winden, Elizabeth S. Chen, Elizabeth Lindemann, Yan Wang, Elizabeth W. Carter, Genevieve B. Melton |
| 2014 | AMIA | PubMedMiner: Mining and Visualizing MeSH-based Associations in PubMed. | Yucan Zhang, Indra Neil Sarkar, Elizabeth S. Chen |
| 2013 | AMIA | Content Analysis of Patient-Driven Family Health History Tools. | Elizabeth W. Carter, Genevieve B. Melton, Elizabeth S. Chen |
| 2013 | AMIA | Development of a Comprehensive Family Health History Information Model. | Elizabeth S. Chen, Elizabeth W. Carter, Tamara Winden, Indra Neil Sarkar, Genevieve B. Melton |
| 2013 | AMIA | Resolving and Standardizing Providers within Administrative Data. | Indra Neil Sarkar, Elizabeth S. Chen, Steven J. Kappel |
| 2012 | AMIA | mHealth Decision Support System for Guideline-based Care: An RCT. | Suzanne Bakken, Elizabeth S. Chen, Jeeyae Choi, Haomiao Jia, Ritamarie John, Nam-Ju Lee, Eneida A. Mendona, Willaim Roberts, Olivia Velez |
| 2012 | AMIA | Characterizing the Use and Contents of Free-Text Family History Comments in the Electronic Health Record. | Elizabeth S. Chen, Genevieve B. Melton, Timothy E. Burdick, Paul Rosenau, Indra Neil Sarkar |
| 2012 | AMIA | Exploring Generalized Association Rule Mining for Disease Co-Occurrences. | Rhonda Kost, Benjamin Littenberg, Elizabeth S. Chen |
| 2012 | AMIA | Social and Behavioral History Information in Public Health Datasets. | Genevieve B. Melton, Sharad Manaktala, Indra Neil Sarkar, Elizabeth S. Chen |
| 2012 | AMIA | Determining Compound Comorbidities for Heart Failure from Hospital Discharge Data. | Indra Neil Sarkar, Elizabeth S. Chen |
| 2009 | AMIA | Laying the Groundwork for Enterprise-Wide Medical Language Processing Services: Architecture and Process. | Elizabeth S. Chen, Francine L. Maloney, Eugene Shilmayster, Howard S. Goldberg |
| 2008 | AMIA | Early Experiences in Evolving an Enterprise-Wide Information Model for Laboratory and Clinical Observations. | Elizabeth S. Chen, Li Zhou, Vipul Kashyap, Molly Schaeffer, Patricia C. Dykes, Howard S. Goldberg |
| 2007 | AMIA | Detection of Practice Pattern Trends through Natural Language Processing of Clinical Narratives and Biomedical Literature. | Elizabeth S. Chen, Peter D. Stetson, Yves A. Lussier, Marianthi Markatou, George Hripcsak, Carol Friedman |
| 2006 | AMIA | Disseminating Natural Language Processed Clinical Narratives. | Elizabeth S. Chen, George Hripcsak, Carol Friedman |
| 2006 | AMIA | Automated Real-Time Detection and Notification of Positive Infection Cases. | Elizabeth S. Chen, David Wajngurt, Khalid Qureshi, Sandra Hyman, George Hripcsak |
| 2003 | AMIA | Automated Discovery of Patient-Specific Clinician Information Needs Using Clinical Information System Log Files. | Elizabeth S. Chen, James J. Cimino |
| 2003 | AMIA | Automated Identification of Shortcuts to Patient Data for a Wireless Handheld Clinical Information System. | Elizabeth S. Chen, George Hripcsak, Vimla L. Patel, Soumitra Sengupta, Richard J. Gallagher, James J. Cimino |
| 2003 | AMIA | Development of Infobuttons in a Wireless Environment. | Jianbo Lei, Elizabeth S. Chen, Peter D. Stetson, Lawrence K. McKnight, Eneida A. Mendona, James J. Cimino |
| 2002 | AMIA | Issues in Developing Clinical Applications for the Wireless Environment. | Elizabeth S. Chen, Lawrence K. McKnight, Peter D. Stetson, James J. Cimino |
| 2002 | AMIA | Improving Clinical Communication with a Virtual Whiteboard. | Lawrence K. McKnight, Peter D. Stetson, Elizabeth S. Chen, James J. Cimino |
| 2002 | AMIA | Design of a Web-based Care Team Scheduler for PalmCIS. | Peter D. Stetson, Lawrence K. McKnight, Elizabeth S. Chen, James J. Cimino |
| 2001 | AMIA | Use of Wireless Technology for Reducing Medical Errors. | Elizabeth S. Chen, James J. Cimino |
| 2000 | AMIA | A study of communication in the Cardiac Surgery Intensive Care Unit and its implications for automated briefing. | Kathleen R. McKeown, Desmond A. Jordan, Steven Feiner, James Shaw, Elizabeth S. Chen, Shabina Ahmad, Andre Kushniruk, Vimla L. Patel |
| 1999 | AMIA | Decision Modeling for Partial Left Ventriculectomy: An Experimental Alternative to Heart Transplantation for Cardiomyopathy? | Fatimah Ann Tahil, Elizabeth S. Chen, Justin Starren, Suzanne Bakken Henry |