Initializing the VA medication reference terminology using UMLS metathesaurus co-occurrences. - John S. Carter; Steven H. Brown; Mark Erlbaum; William M. Gregg; Peter L. Elkin; Theodore Speroff; Mark S. Tuttle (AMIA, 2002)

Adequacy of representation of the National Drug File Reference Terminology Physiologic Effects reference hierarchy for commonly prescribed medications. - S. Trent Rosenbloom; Joseph Awad; Theodore Speroff; Peter L. Elkin; Russell L. Rothman; Anderson Spickard III; Josh F. Peterson; Brent A. Bauer; Dietlind Wahner-Roedler; Mark Lee; William M. Gregg; Kevin B. Johnson; et al. (AMIA, 2003)

The Effect of Standardized, Computer-Guided Templates on Quality of VA Disability Exams. - Elliot M. Fielstein; Steven H. Brown; Caroll S. McBrine; Terry K. Clark; Shawn P. Hardenbrook; Theodore Speroff (AMIA, 2006)

Research Paper: Integrating "Best of Care" Protocols into Clinicians' Workflow via Care Provider Order Entry: Impact on Quality-of-Care Indicators for Acute Myocardial Infarction. - Asli Ozdas; Theodore Speroff; L. Russell Waitman; Judy G. Ozbolt; Javed Butler; Randolph A. Miller (J. Am. Medical Informatics Assoc., 2006)

eQuality for All: Extending Automated Quality Measurement of Free Text Clinical Narratives. - Steven H. Brown; Peter L. Elkin; S. Trent Rosenbloom; Elliot M. Fielstein; Theodore Speroff (AMIA, 2008)

Detection of Blood Culture Bacterial Contamination using Natural Language Processing. - Michael E. Matheny; Fern FitzHenry; Theodore Speroff; Jacob Hathaway; Harvey J. Murff; Steven H. Brown; Elliot M. Fielstein; Robert S. Dittus; Peter L. Elkin (AMIA, 2009)

Secondary Use of Clinical Data. - Peter L. Elkin; Brett E. Trusko; Ross Koppel; Theodore Speroff; Daniel Mohrer; Saoussen Sakji; Inna Gurewitz; Mark S. Tuttle; Steven H. Brown (EFMI-STC, 2010)

The Health Archetype Language (HAL-42): Interface considerations. - Peter L. Elkin; David Froehling; Dietlind Wahner-Roedler; Brett E. Trusko; Gail Welsh; S. Trent Rosenbloom; Theodore Speroff; Steven H. Brown (Int. J. Medical Informatics, 2010)

Evaluation of the RapTAT Automated Annotation System for Identifying Post-Traumatic Stress Disorder-Related Concepts in Clinical Notes. - Glenn T. Gobbel; Ruth M. Reeves; Shrimalini Jayaramaraja; Svetlana K. Eden; Fern FitzHenry; Theodore Speroff; Steven H. Brown; Stephen Luther; Maryan Zirkle; Dezon Finch; James A. McCart; Michael E. Matheny (AMIA, 2012)

Who Said It? Establishing Professional Attribution among Authors of Veterans' Electronic Health Records. - Ruth M. Reeves; Fern FitzHenry; Steven H. Brown; Kristen Kotter; Glenn T. Gobbel; Diane Montella; Harvey J. Murff; Theodore Speroff; Michael E. Matheny (AMIA, 2012)

Developing an Integrated Temporal Reasoning System with TimeML and UMLS Concepts. - Ruth M. Reeves; Zhao Zou; Glenn T. Gobbel; Shrimalini Jayaramaraja; Steven H. Brown; Michael E. Matheny; Theodore Speroff (AMIA, 2012)

Automatic detection of psychological distress indicators in online forum posts. - Shirin Saleem; Maciej Pacula; Rachel Chasin; Rohit Kumar 001; Rohit Prasad; Michael Crystal; Brian Marx; Denise Sloan; Jennifer Vasterling; Theodore Speroff (APSIPA, 2012)

Automatic Detection of Psychological Distress Indicators and Severity Assessment from Online Forum Posts. - Shirin Saleem; Rohit Prasad; Shiv Naga Prasad Vitaladevuni; Maciej Pacula; Michael Crystal; Brian Marx; Denise Sloan; Jennifer Vasterling; Theodore Speroff (COLING, 2012)

Detection of infectious symptoms from VA emergency department and primary care clinical documentation. - Michael E. Matheny; Fern FitzHenry; Theodore Speroff; Jennifer K. Green; Michelle L. Griffith; Eduard E. Vasilevskis; Elliot M. Fielstein; Peter L. Elkin; Steven H. Brown (Int. J. Medical Informatics, 2012)

Documentation quality and time costs: A randomized controlled trial of structured entry versus dictation. - Steven H. Brown; S. Trent Rosenbloom; Shawn P. Hardenbrook; Terry K. Clark; Elliot M. Fielstein; Peter L. Elkin; Theodore Speroff (ACM J. Data Inf. Qual., 2012)

Use and Evaluation of RapTAT-Assisted Annotation for Extraction of Acute Kidney Injury Concepts from Clinical Free Text. - Glenn T. Gobbel; Ruth M. Reeves; Fern FitzHenry; Diane Montella; Robert M. Cronin; Shrimalini Jayaramaraja; Theodore Speroff; Steven H. Brown; Dario A. Giuse; Michael E. Matheny (AMIA, 2013)

Methods for Detection of Kidney Disease Risk Factors in Clinical Reports. - Ruth M. Reeves; Glenn T. Gobbel; Shrimalini Jayaramaraja; Fern FitzHenry; Robert M. Cronin; Theodore Speroff; Michael E. Matheny (AMIA, 2013)

Detecting temporal expressions in medical narratives. - Ruth M. Reeves; Ferdo R. Ong; Michael E. Matheny; Joshua C. Denny; Dominik Aronsky; Glenn T. Gobbel; Diane Montella; Theodore Speroff; Steven H. Brown (Int. J. Medical Informatics, 2013)

Research and applications: Assisted annotation of medical free text using RapTAT. - Glenn T. Gobbel; Jennifer H. Garvin; Ruth M. Reeves; Robert M. Cronin; Julia Heavirland; Jenifer Williams; Allison Weaver; Shrimalini Jayaramaraja; Dario A. Giuse; Theodore Speroff; Steven H. Brown; Hua Xu 001; et al. (J. Am. Medical Informatics Assoc., 2014)

Development and evaluation of RapTAT: A machine learning system for concept mapping of phrases from medical narratives. - Glenn T. Gobbel; Ruth M. Reeves; Shrimalini Jayaramaraja; Dario A. Giuse; Theodore Speroff; Steven H. Brown; Peter L. Elkin; Michael E. Matheny (J. Biomed. Informatics, 2014)

National Veterans Health Administration inpatient risk stratification models for hospital-acquired acute kidney injury. - Robert M. Cronin; Jacob P. VanHouten; Edward D. Siew; Svetlana K. Eden; Stephan D. Fihn; Christopher D. Nielson; Josh F. Peterson; Clifton R. Baker; T. Alp Ikizler; Theodore Speroff; Michael E. Matheny (J. Am. Medical Informatics Assoc., 2015)

Event Coreference in Support of Temporal Reasoning in Mental Health Notes. - Ruth M. Reeves; Marcus Verhagen; Cynthia Brandt; Wendy W. Chapman; Michael E. Matheny; Steven H. Brown; Brian Marx; Theodore Speroff (AMIA, 2016)

A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation. - Sharon E. Davis; Henry Ssemaganda; Jejo Koola; Jialin Mao; Dax M. Westerman; Theodore Speroff; Usha Govindarajulu; Craig Ramsay; Lucila Ohno-Machado; Frederic S. Resnic; Michael E. Matheny (AMIA, 2022)

Disentangling and Characterizing Device Safety Signals and Learning Effects. - Henry Ssemaganda; Frederic S. Resnic; Sharon E. Davis; Usha Govindarajulu; Jejo Koola; Jialin Mao; Dax M. Westerman; Theodore Speroff; Craig Ramsay; Art Sedrakyan; Lucila Ohno-Machado; Michael E. Matheny (AMIA, 2022)

A machine learning framework to adjust for learning effects in medical device safety evaluation. - Jejo D. Koola; Karthik Ramesh; Jialin Mao; Minyoung Ahn; Sharon E. Davis; Usha Govindarajulu; Amy Perkins; Dax M. Westerman; Henry Ssemaganda; Theodore Speroff; Lucila Ohno-Machado; Craig Ramsay; et al. (J. Am. Medical Informatics Assoc., 2025)