Leo Liu • UCSF Profiles

Leo Liu, MD

Title(s)	Associate Professor, Medicine
School	School of Medicine
Address	550 16th Street, #7343 San Francisco CA 94158
Pronouns	He/Him/His
vCard	Download vCard

Biography

education and training

Cornell University, Ithaca, NY	BA	07/2008	Chemistry and Chemical Biology
Dartmouth Medical School, Hanover, NH	MD	06/2013	Medicine
University of Washington, Seattle, WA	Residency	06/2016	Internal Medicine
University of Washington, Seattle, WA	Fellowship, MS	06/2018	Clinical Informatics
University of California, San Francisco, CA		2019	Diversity, Equity, and Inclusion Champion Training

Overview

overview

Informatician, Machine Learning Scientist, 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:
Physician Lead for Inpatient Informatics, St Marys and St Francis Hospitals, UCSF Health
Director, Clinical Informatics at St Mary's Medical Center, UCSF Hospitalist Group
Associate Program Director, Clinical Informatics Fellowship
Director, GME Clinical Informatics, Data Science and Artificial Intelligence Pathway
Co-director, Introduction to Clinical Artificial Intelligence, TICR program
ML lead, Sepsis Collaborative

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

keywords

Machine learning, clinical informatics, artificial intelligence, big data, consumer health informatics, data analysis, data science, electronic health records (EHR), health information exchange, health information interoperability

Bibliographic

selected 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.

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.

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.
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: 3 Fields:
Med Medical Informatics
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: 22 Fields:
Med Medicine (General)
Translation:Humans Cells
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: 4 Fields:
Med Medical Informatics
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: 20 Fields:
Med Medical Informatics
Translation:Humans
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:
Nur Nursing Per Perinatology
Translation:Humans