Elizabeth S. Chen

77 papers Misc 53Journal 14Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Learning health system linchpins: information exchange and a common data model. J. Am. Medical Informatics Assoc. Aaron S. Eisman, Elizabeth S. Chen, Wen-Chih Wu, Karen Crowley, Dilum P. Aluthge, Katherine A. Brown, Indra Neil Sarkar
2022	Misc	`conf`	An Unsupervised Cluster Analysis of Post-COVID-19 Mental Health Outcomes and Associated Comorbidities. AMIA Katherine A. Brown, Indra Neil Sarkar, Karen Crowley, Dilum P. Aluthge, Elizabeth S. Chen
2021	Misc	`conf`	Clinical Note Section Detection Using a Hidden Markov Model of Unified Medical Language System Semantic Types. AMIA Aaron S. Eisman, Katherine A. Brown, Elizabeth S. Chen, Indra Neil Sarkar
2020	Misc	`conf`	Coding Free-Text Chief Complaints from a Health Information Exchange: A Preliminary Study. AMIA Sotiris Karagounis, Indra Neil Sarkar, Elizabeth S. Chen
2020	Misc	`conf`	Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. AMIA Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar
2020	J	`jnl`	Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. CoRR Aaron S. Eisman, Nishant R. Shah, Carsten Eickhoff, George Zerveas, Elizabeth S. Chen, Wen-Chih Wu, Indra Neil Sarkar
2020	Misc	`conf`	Mental Health Comorbidity Analysis in Pediatric Patients with Autism Spectrum Disorder Using Rhode Island Medical Claims Data. AMIA Katherine A. Brown, Indra Neil Sarkar, Elizabeth S. Chen
2020	Misc	`conf`	Selection of Clinical Text Features for Classifying Suicide Attempts. AMIA Ryan S. Buckland, Joseph W. Hogan, Elizabeth S. Chen
2019	Misc	`conf`	Mining Drugs and Indications for Suicide-Related Adverse Events. AMIA Tiffany Ding, Elizabeth S. Chen
2019	—	`conf`	Web-Based Visualization of MeSH-Based PubMed/MEDLINE Statistics. MedInfo Maria I. Restrepo, Mary C. McGrath, Indra Neil Sarkar, Elizabeth S. Chen
2018	—	`ch.`	Data, Text, and Web Mining in Healthcare. Encyclopedia of Database Systems (2nd ed.) Elizabeth S. Chen
2018	Misc	`conf`	Predicting Thromboembolism after Vaginal and Laparoscopic Hysterectomy in Gynecologic Oncology Patients using Machine Learning. AMIA Justin E. Kleiner, Michael Cohen, Dilum P. Aluthge, Ishan Sinha, Indra Neil Sarkar, Elizabeth S. Chen, Dario R. Roque
2018	Misc	`conf`	Predicting the Costs of Medical Liability Using Artificial Neural Networks. AMIA Jonathan T. Vu, Dilum P. Aluthge, Ishan Sinha, Elizabeth S. Chen, Indra Neil Sarkar
2018	J	`jnl`	Representation of occupational information across resources and validation of the occupational data for health model. J. Am. Medical Informatics Assoc. Sripriya Rajamani, Elizabeth S. Chen, Elizabeth Lindemann, Ranyah Aldekhyyel, Yan Wang, Genevieve B. Melton
2018	Misc	`conf`	Using Demographic Factors and Comorbidities to Develop a Predictive Model for ICU Mortality in Patients with Acute Exacerbation COPD. AMIA Sukrit S. Jain, Indra Neil Sarkar, Paul Stey, Rajsavi S. Anand, Dustin R. Biron, Elizabeth S. Chen
2017	Misc	`conf`	An Automated System for Categorizing Transthoracic Echocardiography Indications According to the Echocardiography Appropriate Use Criteria. AMIA Aaron S. Eisman, Rory B. Weiner, Elizabeth S. Chen, Paul Stey, Rishi K. Wadhera, Aaron P. Kithcart, Indra Neil Sarkar
2017	Misc	`conf`	Assessing Data Quality within Health Information Exchanges: A Case Study for Supporting Emergency Department Research. AMIA Margaret M. Thorsen, Indra Neil Sarkar, Elizabeth S. Chen, Elaine Fontaine, Gregory Walker, Megan L. Ranney
2017	—	`conf`	Assessing the Representation of Occupation Information in Free-Text Clinical Documents Across Multiple Sources. MedInfo Elizabeth A. Lindemann, Elizabeth S. Chen, Sripriya Rajamani, Nivedha Manohar, Yan Wang, Genevieve B. Melton
2017	Misc	`conf`	Comorbidity Miner: An Open Source Interactive Tool for Mining Disparate Electronic Health Data Sources. AMIA Ashley S. Lee, Indra Neil Sarkar, Genevieve B. Melton, Yuanqing Liu, Vivekanand Sharma, Elizabeth S. Chen
2017	—	`conf`	Identifying Psychiatric Comorbidities for Obstructive Sleep Apnea in the Biomedical Literature and Electronic Health Record. CRI Jessica M. Haddad, Elizabeth S. Chen
2017	—	`conf`	Representation of Occupation Information in Clinical Texts: An Analysis of Free-Text Clinical Documentation in Multiple Sources. CRI Elizabeth A. Lindemann, Elizabeth S. Chen, Sripriya Rajamani, Nivedha Manohar, Yan Wang, Genevieve B. Melton
2017	Misc	`conf`	Representation of Social History Factors Across Age Groups: A Topic Analysis of Free-Text Social Documentation. AMIA Elizabeth A. Lindemann, Elizabeth S. Chen, Yan Wang, Steven J. Skube, Genevieve B. Melton
2017	Misc	`conf`	Residence, Living Situation, and Living Conditions Information Documentation in Clinical Practice. AMIA Tamara J. Winden, Elizabeth S. Chen, Yan Wang, Elizabeth A. Lindemann, Genevieve B. Melton
2016	Misc	`conf`	Content and Quality of Free-Text Occupation Documentation in the Electronic Health Record. AMIA Ranyah Aldekhyyel, Elizabeth S. Chen, Sripriya Rajamani, Yan Wang, Genevieve B. Melton
2016	Misc	`conf`	Family History by Other Names: A Preliminary Comparison of Structured and Free-Text Sources in the Electronic Health Record. AMIA Paul T. Rosenau, Diantha B. Howard, Genevieve B. Melton, Elizabeth S. Chen
2016	—	`conf`	Identifying Family History and Substance Use Associations for Adult Epilepsy from the Electronic Health Record. CRI Yan Wang, Elizabeth S. Chen, Ilo Leppik, Serguei V. S. Pakhomov, Indra Neil Sarkar, Genevieve B. Melton
2016	Misc	`conf`	Investigating Longitudinal Tobacco Use Information from Social History and Clinical Notes in the Electronic Health Record. AMIA Yan Wang, Elizabeth S. Chen, Serguei V. S. Pakhomov, Elizabeth Lindemann, Genevieve B. Melton
2016	Misc	`conf`	Mining and Visualizing Sequential Patterns in the Electronic Health Record: A Case Study for Asthma With and Without Mental Disorders. AMIA Elizabeth S. Chen, Genevieve B. Melton, Mark Howison, Erik Knoll, Ashley S. Lee, Indra Neil Sarkar
2016	Misc	`conf`	Representing Residence, Living Situation, and Living Conditions: An Evaluation of Terminologies, Standards, Guidelines, and Measures/Surveys. AMIA Tamara J. Winden, Elizabeth S. Chen, Genevieve B. Melton
2016	Misc	`conf`	Validating the Occupational Data for Health Model: An Analysis of Occupational Information in Reports, Standards, Surveys, and Measures. AMIA Sripriya Rajamani, Elizabeth S. Chen, Ranyah Aldekhyyel, Yan Wang, Genevieve B. Melton
2015	—	`conf`	Analyzing Operative Note Structure in Development of a Section Header Resource. MedInfo Genevieve B. Melton, Yan Wang, Elliot G. Arsoniadis, Serguei V. S. Pakhomov, Terrence J. Adam, Mary R. Kwaan, David A. Rothenberger, Elizabeth S. Chen
2015	J	`jnl`	Assessing the adequacy of the HL7/LOINC Document Ontology Role axis. J. Am. Medical Informatics Assoc. Sripriya Rajamani, Elizabeth S. Chen, Mari E. Akre, Yan Wang, Genevieve B. Melton
2015	Misc	`conf`	Automated Extraction of Substance Use Information from Clinical Texts. AMIA Yan Wang, Elizabeth S. Chen, Serguei V. S. Pakhomov, Elliot G. Arsoniadis, Elizabeth W. Carter, Elizabeth Lindemann, Indra Neil Sarkar, Genevieve B. Melton
2015	Misc	`conf`	Mining and Visualizing Family History Associations in the Electronic Health Record: A Case Study for Pediatric Asthma. AMIA Elizabeth S. Chen, Genevieve B. Melton, Richard Wasserman, Paul Rosenau, Diantha B. Howard, Indra Neil Sarkar
2015	J	`jnl`	Multi-source development of an integrated model for family health history. J. Am. Medical Informatics Assoc. Elizabeth S. Chen, Elizabeth W. Carter, Tamara Winden, Indra Neil Sarkar, Yan Wang, Genevieve B. Melton
2015	Misc	`conf`	Representation of Drug Use in Biomedical Standards, Clinical Text, and Research Measures. AMIA Elizabeth W. Carter, Indra Neil Sarkar, Genevieve B. Melton, Elizabeth S. Chen
2015	Misc	`conf`	Surveying Problem List Perceptions and Use in the Electronic Health Record. AMIA Darlene Peterson, Timothy E. Burdick, Joshua Cohen, Indra Neil Sarkar, Julie Lin, Dennis Plante, Elizabeth S. Chen
2014	Misc	`conf`	Automated Extraction of Family History Information from Clinical Notes. AMIA Robert Bill, Serguei V. S. Pakhomov, Elizabeth S. Chen, Tamara Winden, Elizabeth W. Carter, Genevieve B. Melton
2014	Misc	`conf`	Evaluating Living Situation, Occupation, and Hobby/Activity Information in the Electronic Health Record. AMIA Tamara Winden, Elizabeth S. Chen, Elizabeth Lindemann, Yan Wang, Elizabeth W. Carter, Genevieve B. Melton
2014	Misc	`conf`	Examining the Use, Contents, and Quality of Free-Text Tobacco Use Documentation in the Electronic Health Record. AMIA Elizabeth S. Chen, Elizabeth W. Carter, Indra Neil Sarkar, Tamara Winden, Genevieve B. Melton
2014	Misc	`conf`	Extending the HL7/LOINC Document Ontology Settings of Care. AMIA Sripriya Rajamani, Elizabeth S. Chen, Yan Wang, Genevieve B. Melton
2014	Misc	`conf`	PubMedMiner: Mining and Visualizing MeSH-based Associations in PubMed. AMIA Yucan Zhang, Indra Neil Sarkar, Elizabeth S. Chen
2014	Misc	`conf`	Using Arden Syntax to Identify Registry-Eligible Very Low Birth Weight Neonates from the Electronic Health Record. AMIA Indra Neil Sarkar, Elizabeth S. Chen, Paul Rosenau, Matthew B. Storer, Beth Anderson, Jeffrey D. Horbar
2013	Misc	`conf`	Content Analysis of Patient-Driven Family Health History Tools. AMIA Elizabeth W. Carter, Genevieve B. Melton, Elizabeth S. Chen
2013	Misc	`conf`	Development of a Comprehensive Family Health History Information Model. AMIA Elizabeth S. Chen, Elizabeth W. Carter, Tamara Winden, Indra Neil Sarkar, Genevieve B. Melton
2013	Misc	`conf`	Resolving and Standardizing Providers within Administrative Data. AMIA Indra Neil Sarkar, Elizabeth S. Chen, Steven J. Kappel
2012	Misc	`conf`	Characterizing the Use and Contents of Free-Text Family History Comments in the Electronic Health Record. AMIA Elizabeth S. Chen, Genevieve B. Melton, Timothy E. Burdick, Paul Rosenau, Indra Neil Sarkar
2012	Misc	`conf`	Determining Compound Comorbidities for Heart Failure from Hospital Discharge Data. AMIA Indra Neil Sarkar, Elizabeth S. Chen
2012	Misc	`conf`	Exploring Generalized Association Rule Mining for Disease Co-Occurrences. AMIA Rhonda Kost, Benjamin Littenberg, Elizabeth S. Chen
2012	Misc	`conf`	Social and Behavioral History Information in Public Health Datasets. AMIA Genevieve B. Melton, Sharad Manaktala, Indra Neil Sarkar, Elizabeth S. Chen
2012	J	`jnl`	Translating standards into practice: Experiences and lessons learned in biomedicine and health care. J. Biomed. Informatics Elizabeth S. Chen, Genevieve B. Melton, Indra Neil Sarkar
2012	Misc	`conf`	mHealth Decision Support System for Guideline-based Care: An RCT. AMIA Suzanne Bakken, Elizabeth S. Chen, Jeeyae Choi, Haomiao Jia, Ritamarie John, Nam-Ju Lee, Eneida A. Mendonça, Willaim Roberts, Olivia Velez
2010	J	`jnl`	An automated technique for identifying associations between medications, laboratory results and problems. J. Biomed. Informatics Adam Wright, Elizabeth S. Chen, Francine L. Maloney
2010	J	`jnl`	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. J. Am. Medical Informatics Assoc. Genevieve B. Melton, Nandhini Raman, Elizabeth S. Chen, Indra Neil Sarkar, Serguei V. S. Pakhomov, Robert D. Madoff
2010	J	`jnl`	MeSHing molecular sequences and clinical trials: A feasibility study. J. Biomed. Informatics Elizabeth S. Chen, Indra Neil Sarkar
2009	—	`ch.`	Data, Text, and Web Mining in Healthcare. Encyclopedia of Database Systems Elizabeth S. Chen
2009	Misc	`conf`	Laying the Groundwork for Enterprise-Wide Medical Language Processing Services: Architecture and Process. AMIA Elizabeth S. Chen, Francine L. Maloney, Eugene Shilmayster, Howard S. Goldberg
2008	Misc	`conf`	Early Experiences in Evolving an Enterprise-Wide Information Model for Laboratory and Clinical Observations. AMIA Elizabeth S. Chen, Li Zhou, Vipul Kashyap, Molly Schaeffer, Patricia C. Dykes, Howard S. Goldberg
2008	J	`jnl`	Research Paper: Automated Acquisition of Disease-Drug Knowledge from Biomedical and Clinical Documents: An Initial Study. J. Am. Medical Informatics Assoc. Elizabeth S. Chen, George Hripcsak, Hua Xu, Marianthi Markatou, Carol Friedman
2007	Misc	`conf`	Detection of Practice Pattern Trends through Natural Language Processing of Clinical Narratives and Biomedical Literature. AMIA Elizabeth S. Chen, Peter D. Stetson, Yves A. Lussier, Marianthi Markatou, George Hripcsak, Carol Friedman
2007	—	`conf`	PDA-based Informatics Strategies for Tobacco Use Screening and Smoking Cessation Management: A Case Study. MedInfo Suzanne Bakken, W. Dan Roberts, Elizabeth S. Chen, Joann Dilone, Nam-Ju Lee, Eneida A. Mendonça, Marianthi Markatou
2006	Misc	`conf`	Automated Real-Time Detection and Notification of Positive Infection Cases. AMIA Elizabeth S. Chen, David Wajngurt, Khalid Qureshi, Sandra Hyman, George Hripcsak
2006	Misc	`conf`	Disseminating Natural Language Processed Clinical Narratives. AMIA Elizabeth S. Chen, George Hripcsak, Carol Friedman
2006	J	`jnl`	Terminology model discovery using natural language processing and visualization techniques. J. Biomed. Informatics Li Zhou, Ying Tao, James J. Cimino, Elizabeth S. Chen, Hongfang Liu, Yves A. Lussier, George Hripcsak, Carol Friedman
2004	J	`jnl`	Application of Information Technology: PalmCIS: A Wireless Handheld Application for Satisfying Clinician Information Needs. J. Am. Medical Informatics Assoc. Elizabeth S. Chen, Eneida A. Mendonça, Lawrence K. McKnight, Peter D. Stetson, Jianbo Lei, James J. Cimino
2004	J	`jnl`	Approach to mobile information and communication for health care. Int. J. Medical Informatics Eneida A. Mendonça, Elizabeth S. Chen, Peter D. Stetson, Lawrence K. McKnight, Jianbo Lei, James J. Cimino
2004	—	`conf`	Patterns of Usage for a Web-Based Clinical Information System. MedInfo Elizabeth S. Chen, James J. Cimino
2003	Misc	`conf`	Automated Discovery of Patient-Specific Clinician Information Needs Using Clinical Information System Log Files. AMIA Elizabeth S. Chen, James J. Cimino
2003	Misc	`conf`	Automated Identification of Shortcuts to Patient Data for a Wireless Handheld Clinical Information System. AMIA Elizabeth S. Chen, George Hripcsak, Vimla L. Patel, Soumitra Sengupta, Richard J. Gallagher, James J. Cimino
2003	Misc	`conf`	Development of Infobuttons in a Wireless Environment. AMIA Jianbo Lei, Elizabeth S. Chen, Peter D. Stetson, Lawrence K. McKnight, Eneida A. Mendonça, James J. Cimino
2002	Misc	`conf`	Design of a Web-based Care Team Scheduler for PalmCIS. AMIA Peter D. Stetson, Lawrence K. McKnight, Elizabeth S. Chen, James J. Cimino
2002	Misc	`conf`	Improving Clinical Communication with a Virtual Whiteboard. AMIA Lawrence K. McKnight, Peter D. Stetson, Elizabeth S. Chen, James J. Cimino
2002	Misc	`conf`	Issues in Developing Clinical Applications for the Wireless Environment. AMIA Elizabeth S. Chen, Lawrence K. McKnight, Peter D. Stetson, James J. Cimino
2002	J	`jnl`	Poster Abstract: Use of Wireless Technology for Reducing Medical Errors. J. Am. Medical Informatics Assoc. Elizabeth S. Chen, James J. Cimino
2001	Misc	`conf`	Use of Wireless Technology for Reducing Medical Errors. AMIA Elizabeth S. Chen, James J. Cimino
2000	Misc	`conf`	A study of communication in the Cardiac Surgery Intensive Care Unit and its implications for automated briefing. AMIA Kathleen R. McKeown, Desmond A. Jordan, Steven Feiner, James Shaw, Elizabeth S. Chen, Shabina Ahmad, Andre Kushniruk, Vimla L. Patel
1999	Misc	`conf`	Decision Modeling for Partial Left Ventriculectomy: An Experimental Alternative to Heart Transplantation for Cardiomyopathy? AMIA Fatimah Ann Tahil, Elizabeth S. Chen, Justin Starren, Suzanne Bakken Henry