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John D. McGreevey III, MD, MBMI
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Professor of Clinical Medicine (Hospital Medicine)
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Associate Chief Medical Information Officer, University of Pennsylvania Health System
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Senior Fellow, Institute for Biomedical Informatics, University of Pennsylvania
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Founding member, Center for Applied Health Informatics, Penn Medicine
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Hospitalist, Division of Hospital Medicine, Perelman School of Medicine at the University of Pennsylvania
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Department: Medicine
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Contact information
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Division of Hospital Medicine
35 3400 Spruce Street
Philadelphia, PA 19104
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35 3400 Spruce Street
Philadelphia, PA 19104
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Office: 215-662-3797
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Education:
21 7 BA 26 (English (magna cum laude)) c
49 Cornell University, College of Arts and Sciences, 1995.
21 7 MD 15 (Medicine) c
4e The Pennsylvania State University College of Medicine, 2001.
21 9 MBMI 23 (Biomedical Informatics) c
50 University of Pennsylvania, Perelman School of Medicine, 2025.
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Permanent link21 7 BA 26 (English (magna cum laude)) c
49 Cornell University, College of Arts and Sciences, 1995.
21 7 MD 15 (Medicine) c
4e The Pennsylvania State University College of Medicine, 2001.
21 9 MBMI 23 (Biomedical Informatics) c
50 University of Pennsylvania, Perelman School of Medicine, 2025.
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Description of Other Expertise
24 Clinical Informatics1a 29
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175 Becker, M, Hwang S, Schriver E, Douma C, Duffy C, Atkins J, McShane C, Luken J, Hanish A, McGreevey JD III, Regli SH, Mowery DL.: Automatically Identifying Event Reports of Workplace Violence and Communication Failures using Large Language Models. https://www.medrxiv.org/content/10.1101/2024.09.18.24313893v1.full.pdf 1a 2024.
153 Richard Schreiber and John D. McGreevey III: Chapter 20: Governance and implementation. Clinical Decision Support and Beyond (3rd ed.): Progress and Opportunities in Knowledge-Enhanced Health and Healthcare. Greenes RA and Del Fiol G (eds.). Elsevier, February 2023.
172 Mowery, DL, Regli SH, McShane C, Duffy C, Schriver E, Urbanowicz R, Becker M, Atkins J, Douma C, McGreevey JD III. : Automatically Identifying Event Reports of Workplace Violence and Psychological Safety using NLP. American Medical Informatics Association Annual Symposium, New Orleans, LA. 2023.
149 McGreevey, JD III and Lehmann, Christoph U.: Ethics of AI in Radiology and Medicine. Radiology Society of North America Artificial Intelligence podcast series June 2022 Notes: Available at: https://rsnaradiologyai.libsyn.com/episode-20-ethics-of-ai-in-radiology-and-medicine 14
1c8 Mehta SJ, Torgersen J, Small DS, Mallozzi CP, McGreevey JD 3rd, Rareshide CAL, Evans CN, Epps M, Stabile D, Snider CK, Patel MS: Effect of a Default Order vs an Alert in the Electronic Health Record on Hepatitis C Virus Screening Among Hospitalized Patients: A Stepped-Wedge Randomized Clinical Trial. JAMA Network Open 5(3), March 2022 Notes: doi: 10.1001/jamanetworkopen.2022.2427.
14b Solomonides AE, Koski E, Atabaki SM, Weinberg S, McGreevey III JD, Kannry JL, Petersen C, Lehmann CU: Defining AMIA's artificial intelligence principles Journal of the American Medical Informatics Association February 2022 Notes: doi:10.1093/jamia/ocac006.
16a Meer EA, Herriman M, Lam D, Parambath A, Rosin R, Volpp KG, Chaiyachati KH, McGreevey JD 3rd: Design, Implementation, and Validation of an Automated, Algorithmic COVID-19 Triage Tool. Applied Clinical Informatics. Thieme, 12(5): 1021-1028, November 2021 Notes: DOI: 10.1055/s-0041-1736627.
1c4 ECRI (McGreevey JD III, Wright A, Michalek C, Giannini R [chairs]): Safe Practices to Reduce CPOE Alert Fatigue through Monitoring, Analysis, and Optimization. Partnership for Health IT Patient Safety National Workgroup White Paper. ECRI, February 2021 Notes: Available at: https://d84vr99712pyz.cloudfront.net/p/pdf/hit-partnership/partnership_whitepaper_alertfatigue_final.pdf.
113 McGreevey JD 3rd, Hanson CW 3rd, Koppel R.: Conversational Agents in Health Care-Reply. Journal of the American Medical Association 324(23): 2444-2445, December 2020 Notes: doi: 10.1001/jama.2020.21518.
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Selected Publications
fb McGreevey Iii JD.: A Prototype Expert Clinical Decision Support System for Intravenous Fluid Use During a National Emergency. Stud Health Technol Inform 329: 1498-1499, Aug 2025.175 Becker, M, Hwang S, Schriver E, Douma C, Duffy C, Atkins J, McShane C, Luken J, Hanish A, McGreevey JD III, Regli SH, Mowery DL.: Automatically Identifying Event Reports of Workplace Violence and Communication Failures using Large Language Models. https://www.medrxiv.org/content/10.1101/2024.09.18.24313893v1.full.pdf 1a 2024.
153 Richard Schreiber and John D. McGreevey III: Chapter 20: Governance and implementation. Clinical Decision Support and Beyond (3rd ed.): Progress and Opportunities in Knowledge-Enhanced Health and Healthcare. Greenes RA and Del Fiol G (eds.). Elsevier, February 2023.
172 Mowery, DL, Regli SH, McShane C, Duffy C, Schriver E, Urbanowicz R, Becker M, Atkins J, Douma C, McGreevey JD III. : Automatically Identifying Event Reports of Workplace Violence and Psychological Safety using NLP. American Medical Informatics Association Annual Symposium, New Orleans, LA. 2023.
149 McGreevey, JD III and Lehmann, Christoph U.: Ethics of AI in Radiology and Medicine. Radiology Society of North America Artificial Intelligence podcast series June 2022 Notes: Available at: https://rsnaradiologyai.libsyn.com/episode-20-ethics-of-ai-in-radiology-and-medicine 14
1c8 Mehta SJ, Torgersen J, Small DS, Mallozzi CP, McGreevey JD 3rd, Rareshide CAL, Evans CN, Epps M, Stabile D, Snider CK, Patel MS: Effect of a Default Order vs an Alert in the Electronic Health Record on Hepatitis C Virus Screening Among Hospitalized Patients: A Stepped-Wedge Randomized Clinical Trial. JAMA Network Open 5(3), March 2022 Notes: doi: 10.1001/jamanetworkopen.2022.2427.
14b Solomonides AE, Koski E, Atabaki SM, Weinberg S, McGreevey III JD, Kannry JL, Petersen C, Lehmann CU: Defining AMIA's artificial intelligence principles Journal of the American Medical Informatics Association February 2022 Notes: doi:10.1093/jamia/ocac006.
16a Meer EA, Herriman M, Lam D, Parambath A, Rosin R, Volpp KG, Chaiyachati KH, McGreevey JD 3rd: Design, Implementation, and Validation of an Automated, Algorithmic COVID-19 Triage Tool. Applied Clinical Informatics. Thieme, 12(5): 1021-1028, November 2021 Notes: DOI: 10.1055/s-0041-1736627.
1c4 ECRI (McGreevey JD III, Wright A, Michalek C, Giannini R [chairs]): Safe Practices to Reduce CPOE Alert Fatigue through Monitoring, Analysis, and Optimization. Partnership for Health IT Patient Safety National Workgroup White Paper. ECRI, February 2021 Notes: Available at: https://d84vr99712pyz.cloudfront.net/p/pdf/hit-partnership/partnership_whitepaper_alertfatigue_final.pdf.
113 McGreevey JD 3rd, Hanson CW 3rd, Koppel R.: Conversational Agents in Health Care-Reply. Journal of the American Medical Association 324(23): 2444-2445, December 2020 Notes: doi: 10.1001/jama.2020.21518.
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