Theodore Speroff

According to our database, Theodore Speroff authored at least 25 papers between 2002 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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, Art Sedrakyan, Frederic S. Resnic, Michael E. Matheny

J. Am. Medical Informatics Assoc., 2025

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

Proceedings of the AMIA 2022, 2022

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

Proceedings of the AMIA 2022, 2022

2016

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

Proceedings of the AMIA 2016, 2016

2015

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

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

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, Michael E. Matheny

J. Am. Medical Informatics Assoc., 2014

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

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

Proceedings of the AMIA 2013, 2013

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

Proceedings of the AMIA 2013, 2013

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

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

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

Proceedings of the COLING 2012, 2012

Automatic detection of psychological distress indicators in online forum posts.

Shirin Saleem, Maciej Pacula, Rachel Chasin, Rohit Kumar, Rohit Prasad, Michael Crystal, Brian Marx, Denise Sloan, Jennifer Vasterling, Theodore Speroff

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 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

Proceedings of the AMIA 2012, 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

Proceedings of the AMIA 2012, 2012

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

Proceedings of the AMIA 2012, 2012

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

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

Proceedings of the Seamless Care - Safe Care - The Challenges of Interoperability and Patient Safety in Health Care, 2010

2009

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

Proceedings of the AMIA 2009, 2009

2008

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

Proceedings of the AMIA 2008, 2008

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

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

Proceedings of the AMIA 2006, 2006

2003

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, Jim Jirjis, Mark Erlbaum, John S. Carter, Michael J. Lincoln, Steven H. Brown

Proceedings of the AMIA 2003, 2003

2002

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

Proceedings of the AMIA 2002, 2002