Theodore Speroff

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 3

Top Topics

Machine Learning

Temporal Expressions

Computer Assisted Assessment

Top Venues

J. Am. Medical Informatics Assoc.

Int. J. Medical Informatics

J. Biomed. Informatics

Publications

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
A Framework for Generating Synthetic Clinical Datasets with Learning Effects to Support Methods Development and Validation. AMIA (2022)
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
Disentangling and Characterizing Device Safety Signals and Learning Effects. AMIA (2022)
Ruth M. Reeves, Marcus Verhagen, Cynthia Brandt, Wendy W. Chapman, Michael E. Matheny, Steven H. Brown, Brian Marx, Theodore Speroff
Event Coreference in Support of Temporal Reasoning in Mental Health Notes. AMIA (2016)
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
National Veterans Health Administration inpatient risk stratification models for hospital-acquired acute kidney injury. J. Am. Medical Informatics Assoc. 22 (5) (2015)
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, Michael E. Matheny
Research and applications: Assisted annotation of medical free text using RapTAT. J. Am. Medical Informatics Assoc. 21 (5) (2014)
Glenn T. Gobbel, Ruth M. Reeves, Shrimalini Jayaramaraja, Dario A. Giuse, Theodore Speroff, Steven H. Brown, Peter L. Elkin, Michael E. Matheny
Development and evaluation of RapTAT: A machine learning system for concept mapping of phrases from medical narratives. J. Biomed. Informatics 48 (2014)
Ruth M. Reeves, Glenn T. Gobbel, Shrimalini Jayaramaraja, Fern FitzHenry, Robert M. Cronin, Theodore Speroff, Michael E. Matheny
Methods for Detection of Kidney Disease Risk Factors in Clinical Reports. AMIA (2013)
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
Use and Evaluation of RapTAT-Assisted Annotation for Extraction of Acute Kidney Injury Concepts from Clinical Free Text. AMIA (2013)
Ruth M. Reeves, Ferdo R. Ong, Michael E. Matheny, Joshua C. Denny, Dominik Aronsky, Glenn T. Gobbel, Diane Montella, Theodore Speroff, Steven H. Brown
Detecting temporal expressions in medical narratives. Int. J. Medical Informatics 82 (2) (2013)
Ruth M. Reeves, Zhao Zou, Glenn T. Gobbel, Shrimalini Jayaramaraja, Steven H. Brown, Michael E. Matheny, Theodore Speroff
Developing an Integrated Temporal Reasoning System with TimeML and UMLS Concepts. AMIA (2012)
Shirin Saleem, Maciej Pacula, Rachel Chasin, Rohit Kumar, Rohit Prasad, Michael Crystal, Brian Marx, Denise Sloan, Jennifer Vasterling, Theodore Speroff
Automatic detection of psychological distress indicators in online forum posts. APSIPA (2012)
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
Detection of infectious symptoms from VA emergency department and primary care clinical documentation. Int. J. Medical Informatics 81 (3) (2012)
Steven H. Brown, S. Trent Rosenbloom, Shawn P. Hardenbrook, Terry K. Clark, Elliot M. Fielstein, Peter L. Elkin, Theodore Speroff
Documentation quality and time costs: A randomized controlled trial of structured entry versus dictation. ACM J. Data Inf. Qual. 3 (1) (2012)
Shirin Saleem, Rohit Prasad, Shiv Naga Prasad Vitaladevuni, Maciej Pacula, Michael Crystal, Brian Marx, Denise Sloan, Jennifer Vasterling, Theodore Speroff
Automatic Detection of Psychological Distress Indicators and Severity Assessment from Online Forum Posts. COLING (2012)
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
Evaluation of the RapTAT Automated Annotation System for Identifying Post-Traumatic Stress Disorder-Related Concepts in Clinical Notes. AMIA (2012)
Ruth M. Reeves, Fern FitzHenry, Steven H. Brown, Kristen Kotter, Glenn T. Gobbel, Diane Montella, Harvey J. Murff, Theodore Speroff, Michael E. Matheny
Who Said It? Establishing Professional Attribution among Authors of Veterans' Electronic Health Records. AMIA (2012)
Peter L. Elkin, Brett E. Trusko, Ross Koppel, Theodore Speroff, Daniel Mohrer, Saoussen Sakji, Inna Gurewitz, Mark S. Tuttle, Steven H. Brown
Secondary Use of Clinical Data. EFMI-STC (2010)
Peter L. Elkin, David Froehling, Dietlind Wahner-Roedler, Brett E. Trusko, Gail Welsh, S. Trent Rosenbloom, Theodore Speroff, Steven H. Brown
The Health Archetype Language (HAL-42): Interface considerations. Int. J. Medical Informatics 79 (4) (2010)
Michael E. Matheny, Fern FitzHenry, Theodore Speroff, Jacob Hathaway, Harvey J. Murff, Steven H. Brown, Elliot M. Fielstein, Robert S. Dittus, Peter L. Elkin
Detection of Blood Culture Bacterial Contamination using Natural Language Processing. AMIA (2009)
Steven H. Brown, Peter L. Elkin, S. Trent Rosenbloom, Elliot M. Fielstein, Theodore Speroff
eQuality for All: Extending Automated Quality Measurement of Free Text Clinical Narratives. AMIA (2008)
Asli Ozdas, Theodore Speroff, L. Russell Waitman, Judy G. Ozbolt, Javed Butler, Randolph A. Miller
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. J. Am. Medical Informatics Assoc. 13 (2) (2006)
Elliot M. Fielstein, Steven H. Brown, Caroll S. McBrine, Terry K. Clark, Shawn P. Hardenbrook, Theodore Speroff
The Effect of Standardized, Computer-Guided Templates on Quality of VA Disability Exams. AMIA (2006)
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, Jim Jirjis, Mark Erlbaum, John S. Carter, Michael J. Lincoln, Steven H. Brown
Adequacy of representation of the National Drug File Reference Terminology Physiologic Effects reference hierarchy for commonly prescribed medications. AMIA (2003)
John S. Carter, Steven H. Brown, Mark Erlbaum, William M. Gregg, Peter L. Elkin, Theodore Speroff, Mark S. Tuttle
Initializing the VA medication reference terminology using UMLS metathesaurus co-occurrences. AMIA (2002)