Leo Liu • UCSF Profiles (original) (raw)

Photo of Leo Liu, MD Title(s)Associate Professor, MedicineSchoolSchool of MedicineAddress550 16th Street, #7343San Francisco CA 94158Emailxinran.liu@ucsf.eduPronounsHe/Him/HisvCardDownload vCard

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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

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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:
Medical Director for Informatics, Stanyan and Hyde Hospitals, UCSF Health
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

Has access to UCSF Clarity, UCSF Information Commons
Experienced in SQL, spark, Python, Jupyter notebooks

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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: 3 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: 30 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: 4 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: 25 Fields:
    Translation:Humans
  6. Thyroid Hormone, Cancer, and Apoptosis. Compr Physiol. 2016 06 13; 6(3):1221-37. Lin HY, Chin YT, Yang YC, Lai HY, Wang-Peng J, Liu LF, Tang HY, Davis PJ. PMID: 27347891.
    View in: PubMed Mentions: 51 Fields:
    Translation:HumansAnimalsCells
  7. 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

This graph shows the total number of publications by year. To see the data as text, click here.

Bar chart showing 7 publications over 6 distinct years, with a maximum of 2 publications in 2022

This graph shows the total number of publications by year. To return to the graph, click here.

Year Publications
2014 1
2016 1
2019 1
2021 1
2022 2
2023 1

This graph shows the number and percent of publications by field. Fields are based on how the National Library of Medicine (NLM) classifies the publications' journals and might not represent the specific topics of the publications. Note that an individual publication can be assigned to more than one field. As a result, the publication counts in this graph might add up to more than the number of publications the person has written. To see the data as text, click here.

This graph shows the number and percent of publications by field. Fields are based on how the National Library of Medicine (NLM) classifies the publications' journals and might not represent the specific topics of the publications. Note that an individual publication can be assigned to more than one field. As a result, the publication counts in this graph might add up to more than the number of publications the person has written. To see the data as text, click here.

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