Elliot M. Fielstein

According to our database, Elliot M. Fielstein authored at least 13 papers between 2006 and 2026.

Collaborative distances:

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

2026

A Multi-Stage Validation Framework for Trustworthy Large-scale Clinical Information Extraction using Large Language Models.

Maria Mahbub, Gregory M. Dams, Josh Arnold, Caitlin Rizy, Sudarshan Srinivasan, Elliot M. Fielstein, Minu A. Aghevli, Kamonica L. Craig, Elizabeth M. Oliva, Joseph Erdos, Jodie Trafton, Ioana Danciu

CoRR, April, 2026

2025

Detecting Opioid Use Disorder in Health Claims Data With Positive Unlabeled Learning.

Praveen Kumar, Fariha Moomtaheen, Scott A. Malec, Jeremy J. Yang, Cristian Bologa, Kristan Alexander Schneider, Yiliang Zhu, Mauricio Tohen, Gerardo Villarreal, Douglas J. Perkins, Elliot M. Fielstein, Sharon E. Davis, Michael E. Matheny, Christophe G. Lambert

IEEE J. Biomed. Health Informatics, February, 2025

2024

Deploying a national clinical text processing infrastructure.

Kimberly F. McManus, Johnathon Michael Stringer, Neal Corson, Samah J. Fodeh, Steven Steinhardt, Forrest L. Levin, Asqar S. Shotqara, Joseph D'auria, Elliot M. Fielstein, Glenn T. Gobbel, John Scott, Jodie Trafton, Tamar H. Taddei, Joseph Erdos, Suzanne R. Tamang

J. Am. Medical Informatics Assoc., February, 2024

2019

Extracting Drug Exposure Epochs and Drug Response Outcomes from Electronic Health Records.

Andrea H. Ramirez, Yaping Shi, Elliot M. Fielstein, Jonathan S. Schildcrout, Henry H. Ong, Joshua C. Denny, Josh F. Peterson

Proceedings of the AMIA 2019, 2019

2018

EHR Extraction of Longitudinal Exposure to Proton Pump Inhibitors.

Andrea H. Ramirez, Elliot M. Fielstein, QiPing Feng, Henry H. Ong, Jonathan S. Schildcrout, Yaping Shi, Joshua C. Denny, Josh F. Peterson

Proceedings of the AMIA 2018, 2018

2017

Development and Testing of Participant Provided Information Modules for the Precision Medicine Initiative.

Robert M. Cronin, Rebecca N. Jerome, Brandy Mapes, Kathryn Goggins, Ken Wallston, Katharine Donato, Mick P. Couper, Michael R. Elliott, Charles P. Mouton, Kemberlee Bonnet, Ezer Benaim, Jordan Sinclair, Peter Speltz, Elliot M. Fielstein, Jill M. Pulley, Sunil Kripalani, David Schlundt, Joshua C. Denny

Proceedings of the Summit on Clinical Research Informatics, 2017

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

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

2007

Direct Comparison of MEDCIN^® and SNOMED CT^® for Representation of a General Medical Evaluation Template.

Steven H. Brown, S. Trent Rosenbloom, Brent A. Bauer, Dietlind Wahner-Roedler, David Froehling, Kent R. Bailey, Michael J. Lincoln, Diane Montella, Elliot M. Fielstein, Peter L. Elkin

Proceedings of the AMIA 2007, 2007

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

SNOMED CT^®: Utility for a General Medical Evaluation Template.

Steven H. Brown, Peter L. Elkin, Brent A. Bauer, Dietlind Wahner-Roedler, Casey S. Husser, Zelalem Temesgen, Shawn P. Hardenbrook, Elliot M. Fielstein, S. Trent Rosenbloom

Proceedings of the AMIA 2006, 2006