BruceE.BrayMDFACC, FAMIA

Cardiology • Salt Lake City, UT

Echocardiography, Non-Invasive Cardiology, Clinical Informatics

Professor of Cardiovascular Medicine and Biomedical Informatics at the University of Utah

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Office
50 N Medical Dr
University of Utah Health, 4A100 SOM
Salt Lake City, UT 84132
Phone+1 801-585-7676

Fax+1 801-585-7735
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Education & Training

University of Utah HealthFellowship, Cardiovascular Disease, 1981 - 1983
Kettering Health Network/Kettering Medical CenterResidency, Internal Medicine, 1977 - 1980
Loma Linda University School of MedicineClass of 1977

Certifications & Licensure

UT State Medical License 1981 - 2026
NV State Medical License 1991 - 2025
ID State Medical License 2016 - 2025
WY State Medical License 2010 - 2024
WA State Medical License 1981 - 1984
OH State Medical License 1978 - 1982
American Board of Internal Medicine Internal Medicine
American Board of Internal Medicine Cardiovascular Disease
American Board of Preventive Medicine Clinical Informatics

Awards, Honors, & Recognition

Fellow American Medical Informatics Association, 2019
CMS Meaningful Use Stage 1 Certification EpicCare Ambulatory EMR, Epic Systems Corporation, 2012-2013
Fellow (FACC) American College of Cardiology

Publications & Presentations

PubMed

Summary of fourth annual MCBK public meeting: Mobilizing computable biomedical knowledge-metadata and trust.
Michelle Williams, Bruce E Bray, Robert A Greenes, Jamie McCusker, Blackford Middleton, Gerald Perry, Jodyn Platt, Rachel L Richesson, Joshua C Rubin, Terrie Wheeler> ;Learning Health Systems. 2022 Jan 1
8 citations
An explainable artificial intelligence approach for predicting cardiovascular outcomes using electronic health records.
Sergiusz Wesołowski, Gordon Lemmon, Edgar J Hernandez, Alex Henrie, Thomas A Miller, Derek Weyhrauch, Michael D Puchalski, Bruce E Bray, Rashmee U Shah, Vikrant G Desh...> ;PLOS Digital Health. 2022 Jan 1
14 citations
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, Mike Conway, Maxwell Levis, Glenn T. Gobbel, Rashmee U. Shah, Christine A. Goodrich, Iben Ricket, Freneka F. Min...> ;Journal of Biomedical Informatics. 2021 Jun 23
7 citations
Categorizing metadata to help mobilize computable biomedical knowledge
Brian S. Alper, Allen J. Flynn, Bruce E. Bray, Marisa L. Conte, Christina Eldredge, Sigfried Gold, Robert A. Greenes, Peter J. Haug, Kim Jacoby, Gunes Koru, James C. M...> ;Learning Health Systems. 2021 May 9
13 citations
Development of Electronic Health Record-Based Prediction Models for 30-Day Readmission Risk Among Patients Hospitalized for Acute Myocardial Infarction.
Michael E. Matheny, Iben Ricket, Christine A. Goodrich, Rashmee U. Shah, Meagan E Stabler, Amy M. Perkins, Chad Dorn, Jason Denton, Bruce E. Bray, Ram Gouripeddi, John...> ;JAMA Network Open. 2021 Jan 4
12 citations
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> ;Journal of Medical Systems. 2021 Jan 4
1 citations
Summary of third annual MCBK public meeting: Mobilizing computable biomedical knowledge-Accelerating the second knowledge revolution.
Michelle Williams, Rachel Richesson, Bruce E. Bray, Robert A. Greenes, Leslie D. McIntosh, Blackford Middleton, Gerald Perry, Jodyn Platt, Christopher Shaffer> ;Learning Health Systems. 2021 Jan 1
4 citations
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> ;International Journal of Medical Informatics. 2020 Jul 1
6 citations
Temporal Pattern Detection to Predict Adverse Events in Critical Care: Case Study With Acute Kidney Injury.
Mohammad Amin Morid, Sheng Orl, Del Fiol G, Julio C. Facelli, Bruce E. Bray, Samir E. AbdelRahman> ;JMIR Medical Informatics. 2020 Mar 17
4 citations
Summary of second annual MCBK public meeting: Mobilizing Computable Biomedical Knowledge—A movement to accelerate translation of knowledge into action
Rachel L. Richesson, Bruce E. Bray, Christine Dymek, Robert A. Greenes, Leslie D. McIntosh, Blackford Middleton, Gerald Perry, Jodyn Platt, Christopher Shaffer> ;Learning Health Systems. 2020 Mar 1
4 citations
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> ;Journal of Biomedical Semantics. 2019 Jan 18
18 citations
A Pragmatic Guide to Establishing Clinical Decision Support Governance and Addressing Decision Support Fatigue: a Case Study.
Kensaku Kawamanto, Michael Flynn, Polina V. Kukhareva, David ElHalta, Rachel Hess, Travis Gregory, Chris Walls, Angela M Wigren, Damian Borbolla, Bruce E. Bray, Mary H...> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2018 Dec 5
2 citations
Role of Nursing Informatics in the Automation of Pneumonia Quality Measure Data Elements.
Megha Kalsy, Jau-Huei Lin, Bruce E. Bray, Katherine A. Sward> ;Computers, Informatics, Nursing. 2018 Oct 1
22 citations
Automating Quality Measures for Heart Failure Using Natural Language Processing: A Descriptive Study in the Department of Veterans Affairs
Jennifer H. Garvin, Youngjun Kim, Glenn T. Gobbel, Michael E. Matheny, Andrew Redd, Bruce E. Bray, Paul A. Heidenreich, Dan Bolton, Julia Heavirland, Natalie Kelly, Ru...> ;JMIR Medical Informatics. 2018 Jan 15
4 citations
Veterans Like Me: Formative evaluation of a patient decision aid design
Bryan Gibson, Jorie Butler, Katherine Doyon, Lee Ellington, Bruce E. Bray, Qing Zeng> ;Journal of Biomedical Informatics. 2017 Jul 1
8 citations
Patient needs and preferences for herb-drug-disease interaction alerts: a structured interview study.
Carrie Christensen, Rebecca Morris, Seraphine Kapsandoy, Melissa Archer, Jinqiu Kuang, Laura Shane-McWhorter, Bruce E. Bray, Qing Zeng-Treitler> ;BMC Complementary and Alternative Medicine. 2017 May 19
1 citations
What are they trying to do?: An analysis of Action Identities in using electronic documentation in an EHR.
Charlene R. Weir, Catherine J. Staes, Stacey Slager, Teresa Taft, Valiammai Chidambaram, Heidi Kramer, Bruce E. Bray, Seneca Perri Moore> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2017 Jan 1
Doodle Health: A Crowdsourcing Game for the Co-design and Testing of Pictographs to Reduce Disparities in Healthcare Communication.
Carrie Christensen, Doug Redd, Erica Lake, Jean P. Shipman, Heather Aiono, Roger Altizer, Bruce E. Bray, Qing Treitler Zeng> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2017 Jan 1
3 citations
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> ;Studies in Health Technology and Informatics. 2017 Jan 1
8 citations
Generating disease-pertinent treatment vocabularies from MEDLINE citations
Liqin Wang, Guilherme Del Fiol, Bruce E. Bray, Peter J. Haug> ;Journal of Biomedical Informatics. 2017 Jan 1
22 citations
Automated pictographic illustration of discharge instructions with Glyph: impact on patient recall and satisfaction
Brent Hill, Seneca Perri-Moore, Jinqiu Kuang, Bruce E. Bray, Long Ngo, Alexa K. Doig, Qing Zeng-Treitler> ;Journal of the American Medical Informatics Association. 2016 Nov 1
2 citations
The effect of simulated narratives that leverage EMR data on shared decision-making: a pilot study
Qing Zeng-Treitler, Bryan Gibson, Brent Hill, Jorie Butler, Carrie Christensen, Doug Redd, Yijun Shao, Bruce E. Bray> ;BMC Research Notes. 2016 Jul 22
5 citations
Regular Expression-Based Learning for METs Value Extraction.
Doug Redd, Jinqiu Kuang, April F. Mohanty, Bruce E. Bray, Qing Zeng-Treitler> ;AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science. 2016 Jul 20
21 citations
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> ;Journal of the American Medical Informatics Association. 2017 Apr 1
33 citations
Automated alerts and reminders targeting patients: A review of the literature.
Seneca Perri-Moore, Seraphine Kapsandoy, Katherine Doyon, Brent Hill, Melissa Archer, Laura Shane-McWhorter, Bruce E. Bray, Qing Zeng-Treitler> ;Patient Education and Counseling. 2016 Jun 1
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