Mihaela van der Schaar

InstitutionUniversity of California, Los Angeles
AddressLos Angeles
California
United States
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    Publication Timeline
    COVID-19 publications
    Bar chart showing 7 Covid-19 publications, with a maximum of 2 publications in November 2020
    All Publications
    Bar chart showing 22 publications over 9 distinct years, with a maximum of 7 publications in 2018
    These graphs show COVID-19 publications by month since August 2019 and all publications written by authors of COVID-19 publications over the past 30 years.

    To see the data from both graphs as text, click here.
    Publication Field Summary
    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.
    Publication List
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications.
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    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. Baqui P, Marra V, Alaa AM, Bica I, Ercole A, van der Schaar M. Comparing COVID-19 risk factors in Brazil using machine learning: the importance of socioeconomic, demographic and structural factors. Sci Rep. 2021 08 02; 11(1):15591. PMID: 34341397.
      Citations: 1     Fields:    Translation:HumansPHPublic Health
    2. van der Schaar M, Alaa AM, Floto A, Gimson A, Scholtes S, Wood A, McKinney E, Jarrett D, Lio P, Ercole A. How artificial intelligence and machine learning can help healthcare systems respond to COVID-19. Mach Learn. 2020 Dec 09; 1-14. PMID: 33318723.
      Citations: 17     
    3. Qian Z, Alaa AM, van der Schaar M. CPAS: the UK's national machine learning-based hospital capacity planning system for COVID-19. Mach Learn. 2021; 110(1):15-35. PMID: 33250568.
      Citations: 4     
    4. Alaa A, Qian Z, Rashbass J, Benger J, van der Schaar M. Retrospective cohort study of admission timing and mortality following COVID-19 infection in England. BMJ Open. 2020 11 23; 10(11):e042712. PMID: 33234660.
      Citations: 10     Fields:    Translation:HumansPHPublic Health
    5. Zame WR, Bica I, Shen C, Curth A, Lee HS, Bailey S, Weatherall J, Wright D, Bretz F, van der Schaar M. Machine learning for clinical trials in the era of COVID-19. Stat Biopharm Res. 2020 Aug 18; 12(4):506-517. PMID: 34191983.
      Citations: 3     
    6. Baqui P, Bica I, Marra V, Ercole A, van der Schaar M. Ethnic and regional variations in hospital mortality from COVID-19 in Brazil: a cross-sectional observational study. Lancet Glob Health. 2020 08; 8(8):e1018-e1026. PMID: 32622400.
      Citations: 120     Fields:    Translation:HumansPHPublic Health
    7. Qian Z, Alaa AM, van der Schaar M, Ercole A. Between-centre differences for COVID-19 ICU mortality from early data in England. Intensive Care Med. 2020 09; 46(9):1779-1780. PMID: 32572526.
      Citations: 17     Fields:    Translation:HumansCellsPHPublic Health