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 (AMIA, 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 (AMIA, 2006)

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 (AMIA, 2007)

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)

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)

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; et al. (CRI, 2017)

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 (AMIA, 2018)

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 (AMIA, 2019)

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; et al. (J. Am. Medical Informatics Assoc., 2024)

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 001; Mauricio Tohen; Gerardo Villarreal; Douglas J. Perkins; Elliot M. Fielstein; Sharon E. Davis; et al. (IEEE J. Biomed. Health Informatics, 2025)