Leo Liu, MD

Title(s)Associate Professor, Medicine
SchoolSchool of Medicine
PronounsHe/Him/His
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    Collapse Biography 
    Collapse Education and Training
    Cornell University, Ithaca, NYBA07/2008Chemistry and Chemical Biology
    Dartmouth Medical School, Hanover, NHMD06/2013Medicine
    University of Washington, Seattle, WAResidency 06/2016Internal Medicine
    University of Washington, Seattle, WAFellowship, MS06/2018Clinical Informatics
    University of California, San Francisco, CA2019Diversity, Equity, and Inclusion Champion Training

    Collapse Overview 
    Collapse Overview
    Informatician and practicing hospitalist with experience developing and applying machine learning algorithms to healthcare, designing clinical pathways, and designing or evaluating new technologies for clinical practice.

    Current roles include:
    Director, Clinical Informatics at St Mary's Medical Center
    Associate Program Director, Clinical Informatics Fellowship
    Director, GME Clinical Informatics and Data Science Pathway
    MINDSCAPE research team informatics lead

    Has access to UCSF Clarity, UCSF Information Commons, Cerner data sources.
    Experienced in SQL, spark, Python, Jupyter notebooks

    Collapse Bibliographic 
    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 Internal Validation of an Interpretable Machine Learning Model to Predict Readmissions in a United States Healthcare System. Informatics. 2023; 2(10):33. Luo AL, Ravi A, Arvisais-Anhalt S, Muniyappa AN, Liu X, Wang S.
    2. Developing a COVID-19 WHO Clinical Progression Scale inpatient database from electronic health record data. J Am Med Inform Assoc. 2022 06 14; 29(7):1279-1285. Ramaswamy P, Gong JJ, Saleh SN, McDonald SA, Blumberg S, Medford RJ, Liu X. PMID: 35289912; PMCID: PMC9196693.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    3. Early identification of patients admitted to hospital for covid-19 at risk of clinical deterioration: model development and multisite external validation study. BMJ. 2022 02 17; 376:e068576. Kamran F, Tang S, Otles E, McEvoy DS, Saleh SN, Gong J, Li BY, Dutta S, Liu X, Medford RJ, Valley TS, West LR, Singh K, Blumberg S, Donnelly JP, Shenoy ES, Ayanian JZ, Nallamothu BK, Sjoding MW, Wiens J. PMID: 35177406; PMCID: PMC8850910.
      View in: PubMed   Mentions: 14     Fields:    Translation:HumansCells
    4. Rethinking PICO in the Machine Learning Era: ML-PICO. Appl Clin Inform. 2021 03; 12(2):407-416. Liu X, Anstey J, Li R, Sarabu C, Sono R, Butte AJ. PMID: 34010977; PMCID: PMC8133838.
      View in: PubMed   Mentions: 3     Fields:    
    5. Evaluation of Secure Messaging Applications for a Health Care System: A Case Study. Appl Clin Inform. 2019 01; 10(1):140-150. Liu X, Sutton PR, McKenna R, Sinanan MN, Fellner BJ, Leu MG, Ewell C. PMID: 30812040; PMCID: PMC6393161.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    6. Central vascular catheter insertion in the NICU: a Lean approach. Neonatal Netw. 2014 Jul-Aug; 33(4):185-93. Liu X, Suresh G. PMID: 24985110.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
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