Sara Murray, MD, MAS

Title(s)Associate Professor, Medicine
SchoolSchool of Medicine
Address521 Parnassus Avenue, #5305
San Francisco CA 94117
Phone415-502-7452
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    Collapse Education and Training
    University of California, San FranciscoCert2011 Medicine (Certificate in Biomedical Research)
    University of California, San FranciscoM.D.2011 Medicine
    University of California, San FranciscoResidency2014Internal Medicine
    University of California, San FranciscoM.A.S2017Clinical Research

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    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.

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    Collapse Publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. 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 Digit Health. 2024 May; 3(5):e0000390. 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. PMID: 38723025; PMCID: PMC11081364.
      View in: PubMed   Mentions: 2  
    2. Establishing priorities for implementation of large language models in pathology and laboratory medicine. Acad Pathol. 2024 Jan-Mar; 11(1):100101. Arvisais-Anhalt S, Gonias SL, Murray SG. PMID: 38292297; PMCID: PMC10825232.
      View in: PubMed   Mentions:
    3. Large Language Models and Medical Education: Preparing for a Rapid Transformation in How Trainees Will Learn to Be Doctors. ATS Sch. 2023 Sep; 4(3):282-292. Ravi A, Neinstein A, Murray SG. PMID: 37795112; PMCID: PMC10547030.
      View in: PubMed   Mentions: 2  
    4. Gender Disparities in Critical Care Procedure Training of Internal Medicine Residents. ATS Sch. 2023 Jun; 4(2):164-176. Olson EM, Sanborn DM, Dyster TG, Kelm DJ, Murray SG, Santhosh L, DesJardin JT. PMID: 37538076; PMCID: PMC10394715.
      View in: PubMed   Mentions: 3  
    5. Paging the Clinical Informatics Community: Respond STAT to Dobbs v. Jackson's Women's Health Organization. Appl Clin Inform. 2023 01; 14(1):164-171. 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 AJ, Cardilo AB, Chilukuri N, Cho MK, Cohen JK, Craven CK, Crusco S, Dadabhoy F, Dash D, DeBolt C, Elkin PL, Fayanju OA, Fochtmann LJ, Graham JV, Hanna JJ, Hersh W, Hofford MR, Hron JD, Huang SS, Jackson BR, Kaplan B, Kelly W, Ko K, Koppel R, Kurapati N, Labbad G, Lee JJ, Lehmann CU, Leitner S, Liao ZC, Medford RJ, Melnick ER, Muniyappa AN, Murray SG, Neinstein AB, Nichols-Johnson V, Novak LL, Ogan WS, Ozeran L, Pageler NM, Pandita D, Perumbeti A, Petersen C, Pierce L, Puttagunta R, Ramaswamy P, Rogers KM, Rosenbloom ST, 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 MA, Wiley K, Williamson DFK, Winkelstein P, Wong J, Xie J, Yarahuan JKW, Yung N, Zera C, Ratanawongsa N, Sadasivaiah S. PMID: 36535703; PMCID: PMC9977563.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    6. Protecting reproductive health information in the post-Roe era: interoperability strategies for healthcare institutions. J Am Med Inform Assoc. 2022 12 13; 30(1):161-166. Khanna RR, Murray SG, Wen T, Salmeen K, Illangasekare T, Benfield N, Adler-Milstein J, Savage L. PMID: 36287823; PMCID: PMC9748529.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    7. A Clinical Reasoning-Encoded Case Library Developed through Natural Language Processing. J Gen Intern Med. 2023 01; 38(1):5-11. Zack T, Dhaliwal G, Geha R, Margaretten M, Murray S, Hong JC. PMID: 36071325; PMCID: PMC9849536.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    8. Characterizing styles of clinical note production and relationship to clinical work hours among first-year residents. J Am Med Inform Assoc. 2021 12 28; 29(1):120-127. Gong JJ, Soleimani H, Murray SG, Adler-Milstein J. PMID: 34963142; PMCID: PMC8714268.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    9. Estimation of Surgical Resident Duty Hours and Workload in Real Time Using Electronic Health Record Data. J Surg Educ. 2021 Nov-Dec; 78(6):e232-e238. Lin JA, Pierce L, Murray SG, Soleimani H, Wick EC, Sosa JA, Hirose K. PMID: 34507910; PMCID: PMC9335013.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    10. Automating Measurement of Trainee Work Hours. J Hosp Med. 2021 07; 16(7):404-408. Soleimani H, Adler-Milstein J, Cucina RJ, Murray SG. PMID: 33929943.
      View in: PubMed   Mentions: 5     Fields:    
    11. Caring for Noncritically Ill Coronavirus Patients. J Hosp Med. 2021 Jan; 16(1):61. Kaiksow FA, Jones CD, Murray SG. PMID: 33357333; PMCID: PMC7768914.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    12. Decreasing Hypoglycemia following Insulin Administration for Inpatient Hyperkalemia. J Hosp Med. 2020 Mar 18; 15:E1. Tran AV, Rushakoff RJ, Prasad P, Murray SG, Monash B, Macmaster H. PMID: 32202491.
      View in: PubMed   Mentions: 1     Fields:    
    13. Decreasing Hypoglycemia following Insulin Administration for Inpatient Hyperkalemia. J Hosp Med. 2020 02; 15(2):368-370. Tran AV, Rushakoff RJ, Prasad P, Murray SG, Monash B, Macmaster H. PMID: 32039749.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    14. Restricting the Number of Open Patient Records in the Electronic Health Record: Is the Record Half Open or Half Closed? JAMA. 2019 05 14; 321(18):1771-1773. Wachter RM, Murray SG, Adler-Milstein J. PMID: 31087007.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    15. Automated and flexible identification of complex disease: building a model for systemic lupus erythematosus using noisy labeling. J Am Med Inform Assoc. 2019 01 01; 26(1):61-65. Murray SG, Avati A, Schmajuk G, Yazdany J. PMID: 30476175; PMCID: PMC6308013.
      View in: PubMed   Mentions: 19     Fields:    Translation:Humans
    16. Using Spatial and Temporal Mapping to Identify Nosocomial Disease Transmission of Clostridium difficile. JAMA Intern Med. 2017 12 01; 177(12):1863-1865. Murray SG, Yim JWL, Croci R, Rajkomar A, Schmajuk G, Khanna R, Cucina RJ. PMID: 29059280; PMCID: PMC5820725.
      View in: PubMed   Mentions: 7     Fields:    Translation:HumansCells
    17. Correlation of hypogammaglobulinaemia with proteinuria, and the relationship between hypogammaglobulinaemia and infection in active lupus nephritis. Lupus Sci Med. 2017; 4(1):e000229. Smilek DE, Lim N, Ding L, Murray SG, Diamond B, Wofsy D. PMID: 29214037; PMCID: PMC5704742.
      View in: PubMed   Mentions: 3     Fields:    
    18. Using health-system-wide data to understand hepatitis B virus prophylaxis and reactivation outcomes in patients receiving rituximab. Medicine (Baltimore). 2017 Mar; 96(13):e6528. Schmajuk G, Tonner C, Trupin L, Li J, Sarkar U, Ludwig D, Shiboski S, Sirota M, Dudley RA, Murray S, Yazdany J. PMID: 28353614; PMCID: PMC5380298.
      View in: PubMed   Mentions: 6     Fields:    Translation:HumansPHPublic Health
    19. Cervical Spinal Fracture and Other Diagnoses Associated With Mortality in Hospitalized Ankylosing Spondylitis Patients. Arthritis Care Res (Hoboken). 2017 Feb; 69(2):271-277. Wysham KD, Murray SG, Hills N, Yelin E, Gensler LS. PMID: 27159625; PMCID: PMC5102813.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    20. National Lupus Hospitalization Trends Reveal Rising Rates of Herpes Zoster and Declines in Pneumocystis Pneumonia. PLoS One. 2016; 11(1):e0144918. Murray SG, Schmajuk G, Trupin L, Gensler L, Katz PP, Yelin EH, Gansky SA, Yazdany J. PMID: 26731012; PMCID: PMC4701172.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    21. CLINICAL PROBLEM-SOLVING. A Breakthrough Diagnosis. N Engl J Med. 2015 Nov 05; 373(19):1865-70. Murray SG, Wachter RM, Cho KC, Dhaliwal G. PMID: 26535516.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    22. Blood coagulation protein fibrinogen promotes autoimmunity and demyelination via chemokine release and antigen presentation. Nat Commun. 2015 Sep 10; 6:8164. 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. PMID: 26353940; PMCID: PMC4579523.
      View in: PubMed   Mentions: 146     Fields:    Translation:AnimalsCells
    23. A population-based study of infection-related hospital mortality in patients with dermatomyositis/polymyositis. Arthritis Care Res (Hoboken). 2015 May; 67(5):673-80. Murray SG, Schmajuk G, Trupin L, Lawson E, Cascino M, Barton J, Margaretten M, Katz PP, Yelin EH, Yazdany J. PMID: 25331828; PMCID: PMC4404175.
      View in: PubMed   Mentions: 19     Fields:    Translation:Humans
    24. Cardiovascular disease and cognitive dysfunction in systemic lupus erythematosus. Arthritis Care Res (Hoboken). 2012 Sep; 64(9):1328-33. Murray SG, Yazdany J, Kaiser R, Criswell LA, Trupin L, Yelin EH, Katz PP, Julian LJ. PMID: 22549897; PMCID: PMC3705733.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    25. Iron control of erythroid development by a novel aconitase-associated regulatory pathway. Blood. 2010 Jul 08; 116(1):97-108. Bullock GC, Delehanty LL, Talbot AL, Gonias SL, Tong WH, Rouault TA, Dewar B, Macdonald JM, Chruma JJ, Goldfarb AN. PMID: 20407036; PMCID: PMC2904585.
      View in: PubMed   Mentions: 41     Fields:    Translation:HumansAnimalsCells
    26. Phase II study of high-dose [131I]metaiodobenzylguanidine therapy for patients with metastatic pheochromocytoma and paraganglioma. J Clin Oncol. 2009 Sep 01; 27(25):4162-8. Gonias S, Goldsby R, Matthay KK, Hawkins R, Price D, Huberty J, Damon L, Linker C, Sznewajs A, Shiboski S, Fitzgerald P. PMID: 19636009; PMCID: PMC2734428.
      View in: PubMed   Mentions: 84     Fields:    Translation:HumansCTClinical Trials
    27. Stromal inhibition of megakaryocytic differentiation is associated with blockade of sustained Rap1 activation. Blood. 2003 Mar 01; 101(5):1744-51. Delehanty LL, Mogass M, Gonias SL, Racke FK, Johnstone B, Goldfarb AN. PMID: 12393469.
      View in: PubMed   Mentions: 9     Fields:    Translation:HumansCells
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