John H. Holmes, PhD, FACE, FACMI

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Professor of Medical Informatics in Epidemiology in Biostatistics and Epidemiology at the Hospital of the University of Pennsylvania
Department: Biostatistics and Epidemiology

Contact information
401 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104
Office: 215-898-4833
Fax: 215-573-5325
A.B. (Sociology)
University of Pennsylvania, 1976.
M.S. (Information Systems)
Drexel University, 1987.
Ph.D. (Information Science)
Drexel University, 1996.
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Description of Research Expertise

medical informatics; data mining; evolutionary computation; machine learning; artificial intelligence; database design and implementation for clinical research; medical decision making;

Selected Publications

Moore Jason H, Boland Mary Regina, Camara Pablo G, Chervitz Hannah, Gonzalez Graciela, Himes Blanca E, Kim Dokyoon, Mowery Danielle L, Ritchie Marylyn D, Shen Li, Urbanowicz Ryan J, Holmes John H: Preparing next-generation scientists for biomedical big data: artificial intelligence approaches. Personalized medicine 16(3): 247-257, May 2019.

Bowles Kathryn H, Ratcliffe Sarah J, Holmes John H, Keim Sue, Potashnik Sheryl, Flores Emilia, Humbrecht Diane, Whitehouse Christina R, Naylor Mary D: Using a Decision Support Algorithm for Referrals to Post-Acute Care. Journal of the American Medical Directors Association 20(4): 408-413, Apr 2019.

Kreisler Rachael E, Shaver Stephanie L, Holmes John H: Outcomes of elective gonadectomy procedures performed on dogs and cats by veterinary students and shelter veterinarians in a shelter environment. Journal of the American Veterinary Medical Association 253(10): 1294-1299, Nov 2018.

Holmes John H, Soualmia Lina F, Séroussi Brigitte: A 21st Century Embarrassment of Riches: The Balance Between Health Data Access, Usage, and Sharing. Yearbook of medical informatics 27(1): 5-6, Aug 2018.

Teije Annette Ten, Popow Christian, Holmes John H, Sacchi Lucia: Preface: AIME 2017. Artificial intelligence in medicine 91: 1-2, 09 2018.

Bowles Kathryn H, Ratcliffe Sarah J, Naylor Mary D, Holmes John H, Keim Susan K, Flores Emilia J: Nurse Generated EHR Data Supports Post-Acute Care Referral Decision Making: Development and Validation of a Two-step Algorithm. AMIA ... Annual Symposium proceedings. AMIA Symposium 2017: 465-474, Apr 2017.

Bonafide Christopher P, Localio A Russell, Holmes John H, Nadkarni Vinay M, Stemler Shannon, MacMurchy Matthew, Zander Miriam, Roberts Kathryn E, Lin Richard, Keren Ron: Video Analysis of Factors Associated With Response Time to Physiologic Monitor Alarms in a Children's Hospital. JAMA pediatrics 171(6): 524-531, 06 2017.

Small Aeron M, Kiss Daniel H, Zlatsin Yevgeny, Birtwell David L, Williams Heather, Guerraty Marie A, Han Yuchi, Anwaruddin Saif, Holmes John H, Chirinos Julio A, Wilensky Robert L, Giri Jay, Rader Daniel J: Text mining applied to electronic cardiovascular procedure reports to identify patients with trileaflet aortic stenosis and coronary artery disease. Journal of biomedical informatics 72: 77-84, 08 2017.

Holmes John H, Sacchi Lucia, Bellazzi Riccardo, Peek Niels: Artificial Intelligence in Medicine AIME 2015. Artificial intelligence in medicine 81: 1-2, 09 2017.

Séroussi B, Soualmia L F, Holmes J H: Transforming Data into Knowledge: How to Improve the Efficiency of Clinical Care? Yearbook of medical informatics 26(1): 4-6, 08 2017.

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Last updated: 09/26/2021
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