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 (AMIA, 1999)

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; André Kushniruk; Vimla L. Patel (AMIA, 2000)

Use of Wireless Technology for Reducing Medical Errors. - Elizabeth S. Chen; James J. Cimino (AMIA, 2001)

Issues in Developing Clinical Applications for the Wireless Environment. - Elizabeth S. Chen; Lawrence K. McKnight; Peter D. Stetson; James J. Cimino (AMIA, 2002)

Improving Clinical Communication with a Virtual Whiteboard. - Lawrence K. McKnight; Peter D. Stetson; Elizabeth S. Chen; James J. Cimino (AMIA, 2002)

Design of a Web-based Care Team Scheduler for PalmCIS. - Peter D. Stetson; Lawrence K. McKnight; Elizabeth S. Chen; James J. Cimino (AMIA, 2002)

Poster Abstract: Use of Wireless Technology for Reducing Medical Errors. - Elizabeth S. Chen; James J. Cimino (J. Am. Medical Informatics Assoc., 2002)

Automated Discovery of Patient-Specific Clinician Information Needs Using Clinical Information System Log Files. - Elizabeth S. Chen; James J. Cimino (AMIA, 2003)

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 (AMIA, 2003)

Development of Infobuttons in a Wireless Environment. - Jianbo Lei; Elizabeth S. Chen; Peter D. Stetson; Lawrence K. McKnight; Eneida A. Mendonça; James J. Cimino (AMIA, 2003)

Patterns of Usage for a Web-Based Clinical Information System. - Elizabeth S. Chen; James J. Cimino (MedInfo, 2004)

Approach to mobile information and communication for health care. - Eneida A. Mendonça; Elizabeth S. Chen; Peter D. Stetson; Lawrence K. McKnight; Jianbo Lei; James J. Cimino (Int. J. Medical Informatics, 2004)

Application of Information Technology: PalmCIS: A Wireless Handheld Application for Satisfying Clinician Information Needs. - Elizabeth S. Chen; Eneida A. Mendonça; Lawrence K. McKnight; Peter D. Stetson; Jianbo Lei; James J. Cimino (J. Am. Medical Informatics Assoc., 2004)

Disseminating Natural Language Processed Clinical Narratives. - Elizabeth S. Chen; George Hripcsak; Carol Friedman (AMIA, 2006)

Automated Real-Time Detection and Notification of Positive Infection Cases. - Elizabeth S. Chen; David Wajngurt; Khalid Qureshi; Sandra Hyman; George Hripcsak (AMIA, 2006)

Terminology model discovery using natural language processing and visualization techniques. - Li Zhou 007; Ying Tao; James J. Cimino; Elizabeth S. Chen; Hongfang Liu; Yves A. Lussier; George Hripcsak; Carol Friedman (J. Biomed. Informatics, 2006)

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 (AMIA, 2007)

PDA-based Informatics Strategies for Tobacco Use Screening and Smoking Cessation Management: A Case Study. - Suzanne Bakken; W. Dan Roberts; Elizabeth S. Chen; Joann Dilone; Nam-Ju Lee; Eneida A. Mendonça; Marianthi Markatou (MedInfo, 2007)

Early Experiences in Evolving an Enterprise-Wide Information Model for Laboratory and Clinical Observations. - Elizabeth S. Chen; Li Zhou 007; Vipul Kashyap; Molly Schaeffer; Patricia C. Dykes; Howard S. Goldberg (AMIA, 2008)

Research Paper: Automated Acquisition of Disease-Drug Knowledge from Biomedical and Clinical Documents: An Initial Study. - Elizabeth S. Chen; George Hripcsak; Hua Xu 001; Marianthi Markatou; Carol Friedman (J. Am. Medical Informatics Assoc., 2008)

Laying the Groundwork for Enterprise-Wide Medical Language Processing Services: Architecture and Process. - Elizabeth S. Chen; Francine L. Maloney; Eugene Shilmayster; Howard S. Goldberg (AMIA, 2009)

Data, Text, and Web Mining in Healthcare. - Elizabeth S. Chen (Encyclopedia of Database Systems, 2009)

Evaluation of family history information within clinical documents and adequacy of HL7 clinical statement and clinical genomics family history models for its representation: a case report. - Genevieve B. Melton; Nandhini Raman; Elizabeth S. Chen; Indra Neil Sarkar; Serguei V. S. Pakhomov; Robert D. Madoff (J. Am. Medical Informatics Assoc., 2010)

MeSHing molecular sequences and clinical trials: A feasibility study. - Elizabeth S. Chen; Indra Neil Sarkar (J. Biomed. Informatics, 2010)

An automated technique for identifying associations between medications, laboratory results and problems. - Adam Wright; Elizabeth S. Chen; Francine L. Maloney (J. Biomed. Informatics, 2010)

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. Mendonça; Willaim Roberts; Olivia Velez (AMIA, 2012)

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 (AMIA, 2012)

Exploring Generalized Association Rule Mining for Disease Co-Occurrences. - Rhonda Kost; Benjamin Littenberg; Elizabeth S. Chen (AMIA, 2012)

Social and Behavioral History Information in Public Health Datasets. - Genevieve B. Melton; Sharad Manaktala; Indra Neil Sarkar; Elizabeth S. Chen (AMIA, 2012)

Determining Compound Comorbidities for Heart Failure from Hospital Discharge Data. - Indra Neil Sarkar; Elizabeth S. Chen (AMIA, 2012)

Translating standards into practice: Experiences and lessons learned in biomedicine and health care. - Elizabeth S. Chen; Genevieve B. Melton; Indra Neil Sarkar (J. Biomed. Informatics, 2012)

Content Analysis of Patient-Driven Family Health History Tools. - Elizabeth W. Carter; Genevieve B. Melton; Elizabeth S. Chen (AMIA, 2013)

Development of a Comprehensive Family Health History Information Model. - Elizabeth S. Chen; Elizabeth W. Carter; Tamara Winden; Indra Neil Sarkar; Genevieve B. Melton (AMIA, 2013)

Resolving and Standardizing Providers within Administrative Data. - Indra Neil Sarkar; Elizabeth S. Chen; Steven J. Kappel (AMIA, 2013)

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 (AMIA, 2014)

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 (AMIA, 2014)

Extending the HL7/LOINC Document Ontology Settings of Care. - Sripriya Rajamani; Elizabeth S. Chen; Yan Wang 025; Genevieve B. Melton (AMIA, 2014)

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 (AMIA, 2014)

Evaluating Living Situation, Occupation, and Hobby/Activity Information in the Electronic Health Record. - Tamara Winden; Elizabeth S. Chen; Elizabeth Lindemann; Yan Wang 025; Elizabeth W. Carter; Genevieve B. Melton (AMIA, 2014)

PubMedMiner: Mining and Visualizing MeSH-based Associations in PubMed. - Yucan Zhang; Indra Neil Sarkar; Elizabeth S. Chen (AMIA, 2014)

Representation of Drug Use in Biomedical Standards, Clinical Text, and Research Measures. - Elizabeth W. Carter; Indra Neil Sarkar; Genevieve B. Melton; Elizabeth S. Chen (AMIA, 2015)

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 (AMIA, 2015)

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 (AMIA, 2015)

Automated Extraction of Substance Use Information from Clinical Texts. - Yan Wang 025; Elizabeth S. Chen; Serguei V. S. Pakhomov; Elliot G. Arsoniadis; Elizabeth W. Carter; Elizabeth Lindemann; Indra Neil Sarkar; Genevieve B. Melton (AMIA, 2015)

Analyzing Operative Note Structure in Development of a Section Header Resource. - Genevieve B. Melton; Yan Wang 025; Elliot G. Arsoniadis; Serguei V. S. Pakhomov; Terrence J. Adam; Mary R. Kwaan; David A. Rothenberger; Elizabeth S. Chen (MedInfo, 2015)

Multi-source development of an integrated model for family health history. - Elizabeth S. Chen; Elizabeth W. Carter; Tamara Winden; Indra Neil Sarkar; Yan Wang 025; Genevieve B. Melton (J. Am. Medical Informatics Assoc., 2015)

Assessing the adequacy of the HL7/LOINC Document Ontology Role axis. - Sripriya Rajamani; Elizabeth S. Chen; Mari E. Akre; Yan Wang 025; Genevieve B. Melton (J. Am. Medical Informatics Assoc., 2015)

Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record. - Ranyah Aldekhyyel; Elizabeth S. Chen; Sripriya Rajamani; Yan Wang 025; Genevieve B. Melton (AMIA, 2016)

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 (AMIA, 2016)

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 025; Genevieve B. Melton (AMIA, 2016)

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 (AMIA, 2016)

Investigating Longitudinal Tobacco Use Information from Social History and Clinical Notes in the Electronic Health Record. - Yan Wang 025; Elizabeth S. Chen; Serguei V. S. Pakhomov; Elizabeth Lindemann; Genevieve B. Melton (AMIA, 2016)

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 (AMIA, 2016)

Identifying Family History and Substance Use Associations for Adult Epilepsy from the Electronic Health Record. - Yan Wang 025; Elizabeth S. Chen; Ilo Leppik; Serguei V. S. Pakhomov; Indra Neil Sarkar; Genevieve B. Melton (CRI, 2016)

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 (AMIA, 2017)

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 (AMIA, 2017)

Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation. - Elizabeth A. Lindemann; Elizabeth S. Chen; Yan Wang 025; Steven J. Skube; Genevieve B. Melton (AMIA, 2017)

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 (AMIA, 2017)

Residence, Living Situation, and Living Conditions Information Documentation in Clinical Practice. - Tamara J. Winden; Elizabeth S. Chen; Yan Wang 025; Elizabeth A. Lindemann; Genevieve B. Melton (AMIA, 2017)

Identifying Psychiatric Comorbidities for Obstructive Sleep Apnea in the Biomedical Literature and Electronic Health Record. - Jessica M. Haddad; Elizabeth S. Chen (CRI, 2017)

Representation of Occupation Information in Clinical Texts: An Analysis of Free-Text Clinical Documentation in Multiple Sources. - Elizabeth A. Lindemann; Elizabeth S. Chen; Sripriya Rajamani; Nivedha Manohar; Yan Wang 025; Genevieve B. Melton (CRI, 2017)

Assessing the Representation of Occupation Information in Free-Text Clinical Documents Across Multiple Sources. - Elizabeth A. Lindemann; Elizabeth S. Chen; Sripriya Rajamani; Nivedha Manohar; Yan Wang 025; Genevieve B. Melton (MedInfo, 2017)

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 (AMIA, 2018)

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 (AMIA, 2018)

Predicting the Costs of Medical Liability Using Artificial Neural Networks. - Jonathan T. Vu; Dilum P. Aluthge; Ishan Sinha; Elizabeth S. Chen; Indra Neil Sarkar (AMIA, 2018)

Representation of occupational information across resources and validation of the occupational data for health model. - Sripriya Rajamani; Elizabeth S. Chen; Elizabeth Lindemann; Ranyah Aldekhyyel; Yan Wang 025; Genevieve B. Melton (J. Am. Medical Informatics Assoc., 2018)

Data, Text, and Web Mining in Healthcare. - Elizabeth S. Chen (Encyclopedia of Database Systems (2nd ed.), 2018)

Mining Drugs and Indications for Suicide-Related Adverse Events. - Tiffany Ding; Elizabeth S. Chen (AMIA, 2019)

Web-Based Visualization of MeSH-Based PubMed/MEDLINE Statistics. - Maria I. Restrepo 002; Mary C. McGrath; Indra Neil Sarkar; Elizabeth S. Chen (MedInfo, 2019)

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 (AMIA, 2020)

Selection of Clinical Text Features for Classifying Suicide Attempts. - Ryan S. Buckland; Joseph W. Hogan; Elizabeth S. Chen (AMIA, 2020)

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 (AMIA, 2020)

Coding Free-Text Chief Complaints from a Health Information Exchange: A Preliminary Study. - Sotiris Karagounis; Indra Neil Sarkar; Elizabeth S. Chen (AMIA, 2020)

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 (AMIA, 2021)

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 (AMIA, 2022)

Learning health system linchpins: information exchange and a common data model. - Aaron S. Eisman; Elizabeth S. Chen; Wen-Chih Wu; Karen Crowley; Dilum P. Aluthge; Katherine A. Brown; Indra Neil Sarkar (J. Am. Medical Informatics Assoc., 2025)