Sara Murray, MD, MAS

Associate Clinical Professor

Sara Murray, MD, MAS, is Vice President, Chief Health AI Officer for UCSF Health. She also serves as Associate Chief Medical Information Officer for Inpatient Care at UCSF Health. She is Associate Professor of Clinical Medicine and Associate Chief for Health System Partnerships in the Division of Clinical Informatics and Digital Transformation (DoC-IT).

Dr. Murray is a strategic health system leader for informatics, digital health, and data science. Her team builds infrastructure and governance processes to ensure deployment of impactful and ethical AI, evaluates commercially available tools and algorithms for trustworthiness prior to implementation, and develops new machine learning models to address pressing health system problems. She is responsible for the overall vision and strategy for the use of AI at scale to transform healthcare delivery at UCSF Health and beyond. She spends her clinical time attending on the hospital medicine service.

Education
M.A.S, 2017 - Clinical Research, University of California, San Francisco
Residency, 2014 - Internal Medicine, University of California, San Francisco
M.D., 2011 - Medicine, University of California, San Francisco
Cert, 2011 - Medicine (Certificate in Biomedical Research), University of California, San Francisco
Publications

  1. Kim JY, Hasan A, Kellogg KC, Ratliff W, Murray SG, Suresh H, Valladares A, Shaw K, Tobey D, Vidal DE, Lifson MA, Patel M, Raji ID, Gao M, Knechtle W, Tang L, Balu S, Sendak MP. Development and preliminary testing of Health Equity Across the AI Lifecycle (HEAAL): A framework for healthcare delivery organizations to mitigate the risk of AI solutions worsening health inequities. PLOS digital health 2024. PMID: 38723025


  2. Arvisais-Anhalt S, Gonias SL, Murray SG. Establishing priorities for implementation of large language models in pathology and laboratory medicine. Ophthalmology science 2024. PMID: 38292297


  3. Ravi A, Neinstein A, Murray SG. Large Language Models and Medical Education: Preparing for a Rapid Transformation in How Trainees Will Learn to Be Doctors. ATS Scholar 2023. PMID: 37795112


  4. Olson EM, Sanborn DM, Dyster TG, Kelm DJ, Murray SG, Santhosh L, DesJardin JT. Gender Disparities in Critical Care Procedure Training of Internal Medicine Residents. ATS Scholar 2023. PMID: 37538076


  5. Arvisais-Anhalt S, Ravi A, Weia B, Aarts J, Ahmad HB, Araj E, Bauml JA, Benham-Hutchins M, Boyd AD, Brecht-Doscher A, Butler-Henderson K, Butte A, Cardillo AB, Chilukuri N, Cho MK, Cohen JK, Craven CK, Crusco SJ, Dadabhoy F, Dash D, DeBolt C, Elkin PL, Fayanju OA, Fochtmann L, Graham JV, Hanna J, Hersh W, Hoffard MR, Hron J, Huang SS, Jackson BR, Kaplan B, Kelly W, Ko K, Koppel R, Kurapati N, Labbad G, Lee J, Lehmann CU, Leitner S, Liao ZC, Medford RJ, Melnick ER, Muniyappa AN, Murray S, Neinstein A, Nichols-Johnson V, Novak L, Ogan WS, Ozeran L, Pageler N, Pandita D, Perumbeti A, Petersen C, Pierce L, Puttagunta R, Ramaswamy P, Rogers KM, Rosenbloom T, Ryan A, Saleh S, Sarabu C, Schreiber R, Shaw KA, Sim I, Sirintrapun SJ, Solomonides A, Spector JD, Starren JB, Stoffel M, Subbian V, Swanson K, Tomes A, Trang K, Unertl KM, Weon JL, Whooley M, Wiley K, Williamson DF, Winkelstein P, Wong J, Xie J, Yarahuan JKW, Yung N, Zera C, Ratanawongsa N, Sadasivaiah S. Paging the Clinical Informatics Community: Respond STAT to Dobbs v Jackson's Women's Health Organization. Applied clinical informatics 2022. PMID: 36535703


  6. Khanna RR, Murray SG, Wen T, Salmeen K, Illangasekare T, Benfield N, Adler-Milstein J, Savage L. Protecting reproductive health information in the post-Roe era: interoperability strategies for healthcare institutions. Journal of the American Medical Informatics Association : JAMIA 2022. PMID: 36287823


  7. Zack T, Dhaliwal G, Geha R, Margaretten M, Murray S, Hong JC. A Clinical Reasoning-Encoded Case Library Developed through Natural Language Processing. Journal of general internal medicine 2022. PMID: 36071325


  8. Gong JJ, Soleimani H, Murray SG, Adler-Milstein J. Characterizing styles of clinical note production and relationship to clinical work hours among first-year residents. 2021. PMID: 34963142


  9. Lin JA, Pierce L, Murray SG, Soleimani H, Wick EC, Sosa JA, Hirose K. Estimation of Surgical Resident Duty Hours and Workload in Real Time Using Electronic Health Record Data. Journal of surgical education 2021. PMID: 34507910


  10. Soleimani H, Adler-Milstein J, Cucina RJ, Murray SG. Automating Measurement of Trainee Work Hours. Journal of hospital medicine 2021. PMID: 33929943


  11. Kaiksow FA, Jones CD, Murray SG. Caring for Noncritically Ill Coronavirus Patients. Journal of hospital medicine 2021. PMID: 33357333


  12. Tran AV, Rushakoff RJ, Prasad P, Murray SG, Monash B, Macmaster H. Decreasing Hypoglycemia following Insulin Administration for Inpatient Hyperkalemia. Journal of hospital medicine 2020. PMID: 32202491


  13. Tran AV, Rushakoff RJ, Prasad P, Murray SG, Monash B, Macmaster H. Decreasing Hypoglycemia following Insulin Administration for Inpatient Hyperkalemia. Journal of hospital medicine 2020. PMID: 32039749


  14. Wachter RM, Murray SG, Adler-Milstein J. Restricting the Number of Open Patient Records in the Electronic Health Record: Is the Record Half Open or Half Closed? JAMA 2019. PMID: 31087007


  15. Murray SG, Avati A, Schmajuk G, Yazdany J. Automated and flexible identification of complex disease: building a model for systemic lupus erythematosus using noisy labeling. Journal of the American Medical Informatics Association : JAMIA 2018. PMID: 30476175


  16. Murray SG, Yim JWL, Croci R, Rajkomar A, Schmajuk G, Khanna R, Cucina RJ. Using Spatial and Temporal Mapping to Identify Nosocomial Disease Transmission of Clostridium difficile. JAMA internal medicine 2017. PMID: 29059280


  17. Smilek DE, Lim N, Ding L, Murray SG, Diamond B, Wofsy D. Correlation of hypogammaglobulinaemia with proteinuria, and the relationship between hypogammaglobulinaemia and infection in active lupus nephritis. Volume 4 of Issue 1. Lupus science & medicine 2017. PMID: 29214037


  18. Schmajuk G, Tonner C, Trupin L, Li J, Sarkar U, Ludwig D, Shiboski S, Sirota M, Dudley RA, Murray S, Yazdany J. Using health-system-wide data to understand hepatitis B virus prophylaxis and reactivation outcomes in patients receiving rituximab. Volume 96 of Issue 13. Medicine 2017. PMID: 28353614


  19. Wysham KD, Murray SG, Hills N, Yelin E, Gensler LS. Cervical Spinal Fracture and Other Diagnoses Associated With Mortality in Hospitalized Ankylosing Spondylitis Patients. Arthritis care & research 2017. PMID: 27159625


  20. Murray SG, Schmajuk G, Trupin L, Gensler L, Katz PP, Yelin EH, Gansky SA, Yazdany J. National Lupus Hospitalization Trends Reveal Rising Rates of Herpes Zoster and Declines in Pneumocystis Pneumonia. Volume 11 of Issue 1. PloS one 2016. PMID: 26731012


  21. Murray SG, Wachter RM, Cho KC, Dhaliwal G. CLINICAL PROBLEM-SOLVING. A Breakthrough Diagnosis. The New England journal of medicine 2015. PMID: 26535516


  22. Ryu JK, Petersen MA, Murray SG, Baeten KM, Meyer-Franke A, Chan JP, Vagena E, Bedard C, Machado MR, Rios Coronado PE, Prod'homme T, Charo IF, Lassmann H, Degen JL, Zamvil SS, Akassoglou K. Blood coagulation protein fibrinogen promotes autoimmunity and demyelination via chemokine release and antigen presentation. Nature communications 2015. PMID: 26353940


  23. Murray SG, Schmajuk G, Trupin L, Lawson E, Cascino M, Barton J, Margaretten M, Katz PP, Yelin EH, Yazdany J. A population-based study of infection-related hospital mortality in patients with dermatomyositis/polymyositis. Volume 67 of Issue 5. Arthritis care & research 2015. PMID: 25331828


  24. Murray SG, Yazdany J, Kaiser R, Criswell LA, Trupin L, Yelin EH, Katz PP, Julian LJ. Cardiovascular disease and cognitive dysfunction in systemic lupus erythematosus. Volume 64 of Issue 9. Arthritis care & research 2012. PMID: 22549897


  25. Bullock GC, Delehanty LL, Talbot AL, Gonias SL, Tong WH, Rouault TA, Dewar B, Macdonald JM, Chruma JJ, Goldfarb AN. Iron control of erythroid development by a novel aconitase-associated regulatory pathway. Blood 2010. PMID: 20407036


  26. Gonias S, Goldsby R, Matthay KK, Hawkins R, Price D, Huberty J, Damon L, Linker C, Sznewajs A, Shiboski S, Fitzgerald P. Phase II study of high-dose [131I]metaiodobenzylguanidine therapy for patients with metastatic pheochromocytoma and paraganglioma. Journal of clinical oncology : official journal of the American Society of Clinical Oncology 2009. PMID: 19636009


  27. Delehanty LL, Mogass M, Gonias SL, Racke FK, Johnstone B, Goldfarb AN. Stromal inhibition of megakaryocytic differentiation is associated with blockade of sustained Rap1 activation. Blood 2002. PMID: 12393469