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T. E. Workman · SciRah

Researcher profile · Semantic Scholar

T. E. Workman

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T. E. Workman — researcher profile on SciRah

h-index: 12
Works: 44
Citations: 577

Most-cited papers

Clinical questions raised by clinicians at the point of care: a systematic review.
G. Del Fiol, T. E. Workman, Paul N. Gorman
2014JAMA Internal Medicine231 citations Open access
Semantic Scholar
Semantic MEDLINE for Discovery Browsing: Using Semantic Predications and the Literature-Based Discovery Paradigm to Elucidate a Mechanism for the Obesity Paradox
Michael J. Cairelli, Christopher M. Miller, M. Fiszman, T. E. Workman +1 more
2013American Medical Informatics Association Annual Symposium42 citations
Semantic Scholar
Understanding cancer survivors’ information needs and information-seeking behaviors for complementary and alternative medicine from short- to long-term survival: a mixed-methods study
Lou Ann Scarton, G. Del Fiol, I. Oakley-Girvan, B. Gibson +2 more
2018Journal of the Medical Library Association34 citations Open access
Semantic Scholar
Framing serendipitous information‐seeking behavior for facilitating literature‐based discovery: A proposed model
T. E. Workman, M. Fiszman, T. Rindflesch, Diane Nahl
2014J. Assoc. Inf. Sci. Technol.25 citations
Semantic Scholar
Spark, an application based on Serendipitous Knowledge Discovery
T. E. Workman, M. Fiszman, Michael J. Cairelli, Diane Nahl +1 more
2016Journal of Biomedical Informatics21 citations Open access
Semantic Scholar
General Symptom Extraction from VA Electronic Medical Notes
G. Divita, G. Luo, Le-Thuy T. Tran, T. E. Workman +2 more
2017Medinfo20 citations
Semantic Scholar
Criticality: A New Concept of Severity of Illness for Hospitalized Children
Eduardo A. Trujillo Rivera, Anita K. Patel, James M. Chamberlain, T. E. Workman +6 more
2020Pediatric Critical Care Medicine19 citations Open access
Semantic Scholar
Text summarization as a decision support aid
T. E. Workman, M. Fiszman, John F. Hurdle
2012BMC Medical Informatics and Decision Making18 citations Open access
Semantic Scholar
An efficient prototype method to identify and correct misspellings in clinical text
T. E. Workman, Yijun Shao, G. Divita, Q. Zeng-Treitler
2019BMC Research Notes16 citations Open access
Semantic Scholar
ChatGPT-4 Extraction of Heart Failure Symptoms and Signs from Electronic Health Records
T. E. Workman, Ali Ahmed, H. Sheriff, V. Raman +5 more
2024Progress in cardiovascular diseases14 citations
Semantic Scholar
A Literature-Based Assessment of Concept Pairs as a Measure of Semantic Relatedness
T. E. Workman, Graciela Rosemblat, M. Fiszman, T. Rindflesch
2013American Medical Informatics Association Annual Symposium13 citations
Semantic Scholar
Biomedical text summarization to support genetic database curation: using Semantic MEDLINE to create a secondary database of genetic information.
T. E. Workman, M. Fiszman, John F. Hurdle, T. Rindflesch
2010Journal of the Medical Library Association12 citations Open access
Semantic Scholar
Dynamic summarization of bibliographic-based data
T. E. Workman, John F. Hurdle
2011BMC Medical Informatics Decis. Mak.11 citations Open access
Semantic Scholar
Incident Atherosclerotic Cardiovascular Disease Among Veterans by Gender Identity: A Cohort Study
Carl G. Streed, Meredith S. Duncan, Kory R. Heier, T. E. Workman +7 more
2025Journal of general internal medicine10 citations Open access
Semantic Scholar
A Comparison of Veterans with Problematic Opioid Use Identified through Natural Language Processing of Clinical Notes versus Using Diagnostic Codes
T. E. Workman, Joel Kupersmith, P. Ma, Christopher Spevak +3 more
2024Healthcare10 citations Open access
Semantic Scholar
A Prototype Application to Identify LGBT Patients in Clinical Notes
T. E. Workman, J. Goulet, C. Brandt, M. Skanderson +5 more
20202020 IEEE International Conference on Big Data (Big Data)10 citations
Semantic Scholar
Identifying suicide documentation in clinical notes through zero‐shot learning
T. E. Workman, Joseph L. Goulet, Cynthia A. Brandt, Allison R Warren +6 more
2023Health Science Reports8 citations Open access
Semantic Scholar
Rethinking information delivery: using a natural language processing application for point-of-care data discovery.
T. E. Workman, J. Stoddart
2012Journal of the Medical Library Association8 citations Open access
Semantic Scholar
Discovering Sublanguages in a Large Clinical Corpus through Unsupervised Machine Learning and Information Gain
T. E. Workman, G. Divita, Q. Zeng-Treitler
20192019 IEEE International Conference on Big Data (Big Data)7 citations
Semantic Scholar
Overcoming Language Barriers When Providing Health Information
T. E. Workman, Nancy T. Lombardo, Jean-François Leber
20037 citations
Semantic Scholar
Building Online Health Resources Using Freely Available Tools
T. E. Workman, J. Stoddart
20076 citations
Semantic Scholar
Explainable Deep Learning Applied to Understanding Opioid Use Disorder and Its Risk Factors
T. E. Workman, Q. Zeng-Treitler, Yijun Shao, J. Kupersmith +6 more
20192019 IEEE International Conference on Big Data (Big Data)5 citations
Semantic Scholar
Clinicians' Patient Care Information Needs: Preliminary Results of a Systematic Review of the Literature
G. Del Fiol, T. E. Workman, Paul N. Gorman
2012American Medical Informatics Association Annual Symposium4 citations
Semantic Scholar
Opioid use and opioid use disorder in mono and dual-system users of veteran affairs medical centers
J. Goulet, Yan Cheng, William C. Becker, C. Brandt +8 more
2023Frontiers in Public Health3 citations Open access
Semantic Scholar
Patient Dietary Supplements Use: Do Results from Natural Language Processing of Clinical Notes Agree with Survey Data?
Douglas F. Redd, T. E. Workman, Yijun Shao, Yan Cheng +4 more
2023Medical Science3 citations Open access
Semantic Scholar
Clinical Sublanguage Trend and Usage Analysis from a Large Clinical Corpus
Yijun Shao, G. Divita, T. E. Workman, Doug Redd +2 more
20202020 IEEE International Conference on Big Data (Big Data)3 citations
Semantic Scholar
Characteristics and Outcomes of Over 1 Million Veterans With Heart Failure Phenotyped Using Artificial Intelligence Approaches: the National DCVA-HF Registry.
Si-Jian Zhang, V. Raman, Yi-Jun Shao, Samir S. Patel +21 more
2026Journal of Cardiac Failure2 citations
Semantic Scholar
LGBTQ+ status and sex of record in Veterans with post-traumatic stress disorder: demographics, comorbidities, and outpatient encounters
T. E. Workman, Joseph L. Goulet, Cynthia A. Brandt, M. Skanderson +3 more
2025Frontiers in Public Health2 citations Open access
Semantic Scholar
Design of Personal Health Libraries for People Returning from Incarceration in the United States
Terika Mccall, Amanda Levi, Mary L. Peng, Kristal Zhou +15 more
2024Hawaii International Conference on System Sciences2 citations Open access
Semantic Scholar
Sexual and Gender Minority Status and Suicide Mortality: An Explainable Artificial Intelligence Analysis
Ying Yin, T. E. Workman, J. Blosnich, Cynthia A. Brandt +4 more
2024International Journal of Public Health2 citations Open access
Semantic Scholar
A Proficient Spelling Analysis Method Applied to a Pharmacovigilance Task
T. E. Workman, G. Divita, Yijun Shao, Q. Zeng-Treitler
2019Medinfo2 citations Open access
Semantic Scholar
A Novel Deep Learning Pipeline to Analyze Temporal Clinical Data
T. E. Workman, Michael Hirezi, E. Trujillo-Rivera, Anita K. Patel +4 more
20182018 IEEE International Conference on Big Data (Big Data)2 citations
Semantic Scholar
PlateRunner: A Search Engine to Identify EMR Boilerplates
G. Divita, T. E. Workman, Marjorie Carter, A. Redd +2 more
2016International Conference on Informatics, Management and Technology in Healthcare2 citations
Semantic Scholar
Differentiating Sense through Semantic Interaction Data
T. E. Workman, C. Weir, T. Rindflesch
2016American Medical Informatics Association Annual Symposium1 citations
Semantic Scholar
Semantic Knowledge Representation Project: Advanced Information Management for Biomedical Research
T. Rindflesch, M. Fiszman, H. Kilicoglu, Graciela Rosemblat +5 more
20121 citations
Semantic Scholar
Providing Online Health Information in Many Languages
D. Charbonneau, T. E. Workman
20021 citations
Semantic Scholar
Do It Right! A Methodology for Successful NLP System Development
Olga V. Patterson, B. South, T. E. Workman, S. DuVall
2026arXiv.org0 citations
Semantic Scholar
More than the Sum of its Parts: Applying Topic Modeling and Explainable AI to Deep Learning in Understanding Problematic Opioid Use
T. E. Workman, Joel Kupersmith, Ying Yin, Qing Treitler-Zeng
2024BigData Congress [Services Society]0 citations
Semantic Scholar
Leveraging Contextual Relatedness to Identify Suicide Documentation in Clinical Notes through Zero Shot Learning
T. E. Workman, J. Goulet, C. Brandt, Allison R. Warren +6 more
2023arXiv.org0 citations Open access
Semantic Scholar
A Proficient Spelling Analysis Method Applied to Herbal and Dietary Supplement Discovery in a Large Clinical Corpus
T. E. Workman, Yijun Shao, G. Divita, Q. Zeng-Treitler
20202020 IEEE International Conference on Big Data (Big Data)0 citations
Semantic Scholar
Pathology Information Extraction in Bladder Cancer Surveillance
Patrick R. Alba, S. DuVall, T. E. Workman, F. Schroeck +1 more
2017American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
A Report to the Board of Scientific Counselors September 2012; Semantic Knowledge Representation Project: Advanced Information Management for Biomedical Research
T. Rindflesch, M. Fiszman, H. Kilicoglu, Graciela Rosemblat +5 more
20120 citations
Semantic Scholar
Task-Driven Dynamic Text Summarization.
T. E. Workman
20110 citations
Semantic Scholar
Edinburgh Research Explorer Understanding the performance and reliability of NLP tools
U. Aickelin, T. E. Workman, Paul M. Heider, A. Casey +18 more
0 citations
Semantic Scholar

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