Kevin B Johnson, M.D., M.S.
David L. Cohen University Professor
Department: Biostatistics and Epidemiology
Graduate Group Affiliations
Contact information
University of Pennsylvania
Perelman School of Medicine
Department of Biostatistics, Epidemiology and Informatics
3700 Hamilton Walk
B202 Richards
Philadelphia, PA 19104
Perelman School of Medicine
Department of Biostatistics, Epidemiology and Informatics
3700 Hamilton Walk
B202 Richards
Philadelphia, PA 19104
Office: 215-573-5885
Education:
B.S. (Honors, Biology)
Dickinson College, 1983.
M.D. (Medicine)
Johns Hopkins University School of Medicine, 1987.
M.S. (Medical Informatics)
Stanford University, 1992.
Permanent linkB.S. (Honors, Biology)
Dickinson College, 1983.
M.D. (Medicine)
Johns Hopkins University School of Medicine, 1987.
M.S. (Medical Informatics)
Stanford University, 1992.
Description of Research Expertise
Computationally-Enhanced Health CareDigital health technology
Health and science communication
Biomedical Informatics
Engineering
Genomics
Computational Biology
Large Language Models
Applied Clinical Informatics
Machine Learning
Translational Research
Selected Publications
Jamieson KH, Johnson KB, Cappola AR.: Misinformation and the Vaccine Adverse Event Reporting System. JAMA Feb 2024.Smith JC, Williamson BD, Cronkite DJ, Park D, Whitaker JM, McLemore MF, Osmanski JT, Winter R, Ramaprasan A, Kelley A, Shea M, Wittayanukorn S, Stojanovic D, Zhao Y, Toh S, Johnson KB, Aronoff DM, Carrell DS.: Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease. J Am Med Inform Assoc 31: 574-582, Feb 2024.
Walsh CG, Wilimitis D, Chen Q, Wright A, Kolli J, Robinson K, Ripperger MA, Johnson KB, Carrell D, Desai RJ, Mosholder A, Dharmarajan S, Adimadhyam S, Fabbri D, Stojanovic D, Matheny ME, Bejan CA.: Scalable Incident Detection via Natural Language Processing and Probabilistic Language Models. medRxiv Dec 2023.
Johnson KB, Ibrahim SA, Rosenbloom ST.: Ensuring Equitable Access to Patient Portals-Closing the "Techquity" Gap. JAMA Health Forum 4: e233406, Nov 2023.
Xie K, Ojemann WKS, Gallagher RS, Lucas A, Hill CE, Hamilton RH, Johnson KB, Roth D, Litt B, Ellis CA.: Disparities in seizure outcomes revealed by large language models. medRxiv Sep 2023.
Hashimoto DA, Johnson KB.: The Use of Artificial Intelligence Tools to Prepare Medical School Applications. Acad Med 98: 978-982, Sep 2023.
Kumah-Crystal Y, Lehmann CU, Albert D, Coffman T, Alaw H, Roth ST, Manoni A, Shave P, Johnson KB.: Vanderbilt EHR Voice Assistant (VEVA) Supports Clinicians. Appl Clin Inform Sep 2023.
Ma X, Fox A, Fox S, Johnson KB.: Phytoplankton and benthic infauna responses to aeration, an experimental ecological remediation, in a polluted subtropical estuary with organic-rich sediments. PLoS One 18: e0280880, Jan 2023.
Quach WT, Le CH, Clark MG, McArthur E, Ancker JS, Gadd CS, Johnson KB.: Engaging the next generation of physician-informaticians through early exposure to the field: successes and challenges associated with starting a novel clinical informatics interest group. J Am Med Inform Assoc 30: 202-205, Dec 2022.
Johnson KB, Stead WW: Making Electronic Health Records Both SAFER and SMARTER. Journal of the American Medical Association 328: 523-524, Aug 2022.