Research Paper: An Event Model of Medical Information Representation. - Stanley M. Huff; Roberto A. Rocha; Bruce E. Bray; Homer R. Warner; Peter J. Haug (J. Am. Medical Informatics Assoc., 1995)

Controlled Terminology for Clinically-Relevant Indexing and Selective Retrieval of Biomedical Images. - W. Dean Bidgood Jr.; Louis Y. Korman; Alan M. Golichowski; P. Llody Hildebrand; Angelo Rossi Mori; Bruce E. Bray; Nicholas J. G. Brown; Kent A. Spackman; S. Brent Dove; Katherine Schoeffler (Int. J. Digit. Libr., 1997)

Integrating Access to Patient Education Resources in a Health Sciences Center Using a Web-Based Platform. - Bruce E. Bray; Jonathan Olson; Richard Boekweg; Karla Hill; Jackie A. Smith (AMIA, 1998)

Medical student database development: a model for record management in a multi-departmental setting. - Darin M. Vercillo; Kelvin C. Holmes; Matthew J. Pingree; Bruce E. Bray; Michael J. Lincoln (AMIA, 1999)

Research Paper: Image Acquisition Context: Procedure Description Attributes for Clinically Relevant Indexing and Selective Retrieval of Biomedical Images. - W. Dean Bidgood Jr.; Bruce E. Bray; Nicolas Brown; Angelo Rossi Mori; Kent A. Spackman; Alan M. Golichowski; Robert H. Jones; Louis Y. Korman; S. Brent Dove; Lloyd Hildebrand; Michael Berg (J. Am. Medical Informatics Assoc., 1999)

The feasibility of remote-controlled assistance as a search tool for patient education. - I. K. Lin; Bruce E. Bray; Jackie A. Smith; Linda L. Lange (AMIA, 2001)

User-Centered Development of a Web-Based Preschool Vision Screening Tool. - David P. Taylor; Bruce E. Bray; Nancy Staggers; Richard J. Olson (AMIA, 2003)

Semantic Processing to Support Clinical Guideline Development. - Marcelo Fiszman; Eduardo Ortiz; Bruce E. Bray; Thomas C. Rindflesch (AMIA, 2008)

RxTerms - a drug interface terminology derived from RxNorm. - Kin Wah Fung; Clement J. McDonald; Bruce E. Bray (AMIA, 2008)

Architecture of a Federated Query Engine for Heterogeneous Resources. - Richard L. Bradshaw; Susan Matney; Oren E. Livne; Bruce E. Bray; Joyce A. Mitchell; Scott P. Narus (AMIA, 2009)

Countering imbalanced datasets to improve adverse drug event predictive models in labor and delivery. - Laritza M. Taft; R. Scott Evans; Chi-Ren Shyu; Marlene J. Egger; Nitesh V. Chawla; Joyce A. Mitchell; Sidney N. Thornton; Bruce E. Bray; Michael W. Varner (J. Biomed. Informatics, 2009)

Combining Relevance Assignment with Quality of the Evidence to Support Guideline Development. - Marcelo Fiszman; Bruce E. Bray; Dongwook Shin; Halil Kilicoglu; Glen C. Bennett; Olivier Bodenreider; Thomas C. Rindflesch (MedInfo, 2010)

A bootstrapping algorithm to improve cohort identification using structured data. - Sasikiran Kandula; Qing Zeng-Treitler; Lingji Chen; William L. Salomon; Bruce E. Bray (J. Biomed. Informatics, 2011)

Automated Illustration of Patients Instructions. - Duy Duc An Bui; Carlos Nakamura; Bruce E. Bray; Qing Zeng-Treitler (AMIA, 2012)

Determining Section Types to Capture Key Clinical Data for Automation of Quality Measurement for Inpatients with Chronic Heart Failure. - Jennifer H. Garvin; Julia Heavirland; Allison Weaver; Youngjun Kim; Bruce E. Bray; Daniel Bolton; Carol Hope; Andrew Redd; Sarah A. Maulden; Stéphane M. Meystre (AMIA, 2012)

Quality Improvement Informatics - A Comparative view of Quality Measures. - Megha Kalsy; Bruce E. Bray; Jennifer H. Garvin; Katherine A. Sward (AMIA, 2012)

OpenCDS ePHR: an Open-Source, Standards-Based Decision Support Platform for Electronic Public Health Reporting. - Kensaku Kawamoto; David Shields; Ming Tu; Jon Reid; Susan Mottice; Paul Sanders; Catherine J. Staes; Cheri Hunter; Bruce E. Bray (AMIA, 2012)

Feasibility of Using Heterogeneous Knowledge Resources to Build and Evaluate a Disease-oriented Ontology. - Liqin Wang; Bruce E. Bray; Peter J. Haug (AMIA, 2012)

A web-based application for monitoring data quality in a Data Warehouse. - Mingyuan Zhang; Reed Barney; Vikrant G. Deshmukh; Bruce E. Bray; Cheri Hunter (AMIA, 2012)

Automated extraction of ejection fraction for quality measurement using regular expressions in Unstructured Information Management Architecture (UIMA) for heart failure. - Jennifer H. Garvin; Scott L. DuVall; Brett R. South; Bruce E. Bray; Daniel Bolton; Julia Heavirland; Steve Pickard; Paul Heidenreich; Shuying Shen; Charlene R. Weir; Matthew H. Samore; Mary K. Goldstein (J. Am. Medical Informatics Assoc., 2012)

An interactive clinical decision support tool for heparin-induced thrombocytopenia management. - Mingyuan Zhang; Douglas S. McAllister; Stacy A. Johnson; Michelle Wheeler; Pamela W. Proctor; Bruce E. Bray; Vikrant G. Deshmukh (AMIA, 2013)

Systematic review of clinical decision support interventions with potential for inpatient cost reduction. - Christopher L. Fillmore; Bruce E. Bray; Kensaku Kawamoto (BMC Medical Informatics Decis. Mak., 2013)

Development of an Alert System to Detect Drug Interactions with Herbal Supplements using Medical Record Data. - Melissa Archer; Joshua Proulx; Laura Shane-McWhorter; Bruce E. Bray; Qing T. Zeng (AMIA, 2014)

Crowdsourcing and Development of Health-related Pictographs for Minority Groups by Gaming - A Focus Group Study. - Carrie M. Christensen; Qing T. Zeng; Seneca I. Perri; Erica Lake; Bruce E. Bray; Heather Aiono; Marty Malheiro (AMIA, 2014)

Automatically Enhancing Discharge Instructions with Pictographs to Improve Patient Recall and Satisfaction. - Brent Hill; Seneca I. Perri; Jinqiu Kuang; Rebecca Morris; Katherine Doyon; Bruce E. Bray; Qing T. Zeng (AMIA, 2014)

Clinical Decision Support-based Quality Measurement (CDS-QM) Framework: Prototype Implementation, Evaluation, and Future Directions. - Polina V. Kukhareva; Kensaku Kawamoto; David Shields; Darryl Barfuss; Anne Halley; Tyler J. Tippetts; Phillip B. Warner; Bruce E. Bray; Catherine J. Staes (AMIA, 2014)

Identification of Common Concepts for Clinical Decision Support and Mapping to the Health Level 7 Virtual Medical Record Data Model. - Yanhua Lin; Brandon M. Welch; Tyler J. Tippetts; Polina V. Kukhareva; David Shields; Catherine J. Staes; Vijayabhaskar R. Kandula; Bruce E. Bray; Kensaku Kawamoto (AMIA, 2014)

Evaluation of a pictograph enhancement system for patient instruction: a recall study. - Qing Zeng-Treitler; Seneca I. Perri; Carlos Nakamura; Jinqiu Kuang; Brent Hill; Duy Duc An Bui; Gregory J. Stoddard; Bruce E. Bray (J. Am. Medical Informatics Assoc., 2014)

A three-step approach for the derivation and validation of high-performing predictive models using an operational dataset: congestive heart failure readmission case study. - Samir E. AbdelRahman; Mingyuan Zhang; Bruce E. Bray; Kensaku Kawamoto (BMC Medical Informatics Decis. Mak., 2014)

Representation of Functional Status Concepts from Clinical Documents and Social Media Sources by Standard Terminologies. - Jinqiu Kuang; April F. Mohanty; Rashmi V. H.; Charlene R. Weir; Bruce E. Bray; Qing Zeng-Treitler (AMIA, 2015)

Ginkgo and Warfarin Interaction in a Large Veterans Administration Population. - Gregory J. Stoddard; Melissa Archer; Laura Shane-McWhorter; Bruce E. Bray; Doug Redd; Joshua Proulx; Qing T. Zeng (AMIA, 2015)

Heart Failure Medications Detection and Prescription Status Classification in Clinical Narrative Documents. - Stéphane M. Meystre; Youngjun Kim; Julia Heavirland; Jenifer Williams; Bruce E. Bray; Jennifer H. Garvin (MedInfo, 2015)

Value Driven Outcomes (VDO): a pragmatic, modular, and extensible software framework for understanding and improving health care costs and outcomes. - Kensaku Kawamoto; Cary J. Martin; Kip Williams; Ming-Chieh Tu; Charlton G. Park; Cheri Hunter; Catherine J. Staes; Bruce E. Bray; Vikrant G. Deshmukh; Reid A. Holbrook; Scott J. Morris; Matthew B. Fedderson; et al. (J. Am. Medical Informatics Assoc., 2015)

Identification and Use of Frailty Indicators from Text to Examine Associations with Clinical Outcomes Among Patients with Heart Failure. - YiJun Shao; April F. Mohanty; Ali Ahmed; Charlene R. Weir; Bruce E. Bray; Rashmee U. Shah; Douglas Redd; Qing Zeng-Treitler (AMIA, 2016)

Frequency Tree clustering for ICU mortality analytics using graph databases. - Samir E. AbdelRahman; Bruce E. Bray (BIBM, 2016)

Regular Expression-based Learning for METs Value Extraction. - Douglas Redd; Jinqiu Kuang; April F. Mohanty; Bruce E. Bray; Qing Zeng-Treitler (CRI, 2016)

A method for the development of disease-specific reference standards vocabularies from textual biomedical literature resources. - Liqin Wang; Bruce E. Bray; Jianlin Shi; Guilherme Del Fiol; Peter J. Haug (Artif. Intell. Medicine, 2016)

Automated pictographic illustration of discharge instructions with Glyph: impact on patient recall and satisfaction. - Brent Hill; Seneca I. Perri; Jinqiu Kuang; Bruce E. Bray; Long H. Ngo; Alexa K. Doig; Qing Zeng-Treitler (J. Am. Medical Informatics Assoc., 2016)

Extraction of Patient Temporal Patterns and Clusters from Clinical Data. - Samir E. AbdelRahman; Julio C. Facelli; Bruce E. Bray; Rashmee U. Shah; Guilherme Del Fiol (AMIA, 2017)

Doodle Health: A Crowdsourcing Game for the Co-design and Testing of Pictographs to Reduce Disparities in Healthcare Communication. - Carrie M. Christensen; Douglas F. Redd; Erica Lake; Jean Shipman; Heather Aiono; Roger Altizer; Bruce E. Bray; Qing T. Zeng (AMIA, 2017)

Physician Conception of Patient Frailty in Cardiac Care Decisions. - Kristina Doing-Harris; Rashmee U. Shah; YiJun Shao; Bruce E. Bray; Qing Zeng-Treitler; Jennifer H. Garvin; Charlene R. Weir (AMIA, 2017)

What are they trying to do?: An analysis of Action Identities in using electronic documentation in an EHR. - Charlene R. Weir; Catherine Staas; Stacey Slager; Teresa Taft; Valliammai Chidambaram; Heidi Kramer; Bruce E. Bray (AMIA, 2017)

Heart Failure Data for Patient Treatment Goals at the Point of Care: Automated Data Extraction and Consistent Reference Standard Importance. - Stéphane M. Meystre; Youngjun Kim; Glenn T. Gobbel; Michael E. Matheny; Andrew Redd; Bruce E. Bray; Jennifer H. Garvin (CRI, 2017)

Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures. - Yan Cheng; YiJun Shao; Charlene R. Weir; Rashmee U. Shah; Bruce E. Bray; Jennifer H. Garvin; Qing Zeng-Treitler (MedInfo, 2017)

Congestive heart failure information extraction framework for automated treatment performance measures assessment. - Stéphane M. Meystre; Youngjun Kim; Glenn T. Gobbel; Michael E. Matheny; Andrew Redd; Bruce E. Bray; Jennifer H. Garvin (J. Am. Medical Informatics Assoc., 2017)

Generating disease-pertinent treatment vocabularies from MEDLINE citations. - Liqin Wang; Guilherme Del Fiol; Bruce E. Bray; Peter J. Haug (J. Biomed. Informatics, 2017)

A Pragmatic Guide to Establishing Clinical Decision Support Governance and Addressing Decision Support Fatigue: a Case Study. - Kensaku Kawamoto; Michael C. Flynn; Polina V. Kukhareva; David El Halta; Rachel Hess; Travis Gregory; Chris Walls; Angela M. Wigren; Damian A. Borbolla; Bruce E. Bray; Mary H. Parsons; Brett L. Clayson; et al. (AMIA, 2018)

Development of a cardiac-centered frailty ontology. - Kristina Doing-Harris; Bruce E. Bray; Anne Thackeray; Rashmee U. Shah; YiJun Shao; Yan Cheng; Qing Zeng-Treitler; Jennifer H. Garvin; Charlene R. Weir (J. Biomed. Semant., 2019)

Predicting Optimal Hypertension Treatment Pathways Using Recurrent Neural Networks. - Xiangyang Ye; Qing T. Zeng; Julio C. Facelli; Diana I. Brixner; Mike Conway; Bruce E. Bray (Int. J. Medical Informatics, 2020)

Topic Modeling Based on ICD Codes for Clinical Documents. - YiJun Shao; Rebecca S. Morris; Bruce E. Bray; Qing Zeng-Treitler (IntelliSys (2), 2021)

Adaptation of an NLP system to a new healthcare environment to identify social determinants of health. - Ruth M. Reeves; Lee M. Christensen; Jeremiah R. Brown; Michael Conway; Maxwell Levis; Glenn T. Gobbel; Rashmee U. Shah; Christine Goodrich; Iben Ricket; Freneka F. Minter; Andrew Bohm; Bruce E. Bray; et al. (J. Biomed. Informatics, 2021)

Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes. - YiJun Shao; Yan Cheng; Rashmee U. Shah; Charlene R. Weir; Bruce E. Bray; Qing Zeng-Treitler (J. Medical Syst., 2021)