View in EDS HTML Full Text PDF Full Text

Detecting, Characterizing, and Mitigating Implicit and Explicit Racial Biases in Health Care Datasets With Subgroup Learnability: Algorithm Development and Validation Study.

Saved in:
Bibliographic Details
Title: Detecting, Characterizing, and Mitigating Implicit and Explicit Racial Biases in Health Care Datasets With Subgroup Learnability: Algorithm Development and Validation Study.
Authors: Gulamali F; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500., Sawant AS; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500., Liharska L; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500., Horowitz C; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500., Chan L; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500., Hofer I; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500., Singh K; University of California, San Diego, San Diego, CA, United States., Richardson L; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500., Mensah E; Christiana Care Health System, Wilmington, DE, United States., Charney A; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500., Reich D; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500., Hu J; IBM Research, Yorktown Heights, NY, United States., Nadkarni G; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500.
Source: Journal of medical Internet research [J Med Internet Res] 2025 Sep 04; Vol. 27, pp. e71757. Date of Electronic Publication: 2025 Sep 04.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE
Database: MEDLINE Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 40905712
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Detecting, Characterizing, and Mitigating Implicit and Explicit Racial Biases in Health Care Datasets With Subgroup Learnability: Algorithm Development and Validation Study.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Gulamali+F%22">Gulamali F</searchLink>; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500.<br /><searchLink fieldCode="AU" term="%22Sawant+AS%22">Sawant AS</searchLink>; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500.<br /><searchLink fieldCode="AU" term="%22Liharska+L%22">Liharska L</searchLink>; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500.<br /><searchLink fieldCode="AU" term="%22Horowitz+C%22">Horowitz C</searchLink>; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500.<br /><searchLink fieldCode="AU" term="%22Chan+L%22">Chan L</searchLink>; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500.<br /><searchLink fieldCode="AU" term="%22Hofer+I%22">Hofer I</searchLink>; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500.<br /><searchLink fieldCode="AU" term="%22Singh+K%22">Singh K</searchLink>; University of California, San Diego, San Diego, CA, United States.<br /><searchLink fieldCode="AU" term="%22Richardson+L%22">Richardson L</searchLink>; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500.<br /><searchLink fieldCode="AU" term="%22Mensah+E%22">Mensah E</searchLink>; Christiana Care Health System, Wilmington, DE, United States.<br /><searchLink fieldCode="AU" term="%22Charney+A%22">Charney A</searchLink>; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500.<br /><searchLink fieldCode="AU" term="%22Reich+D%22">Reich D</searchLink>; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500.<br /><searchLink fieldCode="AU" term="%22Hu+J%22">Hu J</searchLink>; IBM Research, Yorktown Heights, NY, United States.<br /><searchLink fieldCode="AU" term="%22Nadkarni+G%22">Nadkarni G</searchLink>; Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY, 10029, United States, 1 2122416500.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22100959882%22">Journal of medical Internet research</searchLink> [J Med Internet Res] 2025 Sep 04; Vol. 27, pp. e71757. <i>Date of Electronic Publication: </i>2025 Sep 04.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article; Validation Study
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22JMIR+Publications%22">JMIR Publications </searchLink><i>Country of Publication: </i>Canada <i>NLM ID: </i>100959882 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1438-8871 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214388871%22">14388871 </searchLink><i>NLM ISO Abbreviation: </i>J Med Internet Res <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40905712
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.2196/71757
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: e71757
    Titles:
      – TitleFull: Detecting, Characterizing, and Mitigating Implicit and Explicit Racial Biases in Health Care Datasets With Subgroup Learnability: Algorithm Development and Validation Study.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Gulamali F
      – PersonEntity:
          Name:
            NameFull: Sawant AS
      – PersonEntity:
          Name:
            NameFull: Liharska L
      – PersonEntity:
          Name:
            NameFull: Horowitz C
      – PersonEntity:
          Name:
            NameFull: Chan L
      – PersonEntity:
          Name:
            NameFull: Hofer I
      – PersonEntity:
          Name:
            NameFull: Singh K
      – PersonEntity:
          Name:
            NameFull: Richardson L
      – PersonEntity:
          Name:
            NameFull: Mensah E
      – PersonEntity:
          Name:
            NameFull: Charney A
      – PersonEntity:
          Name:
            NameFull: Reich D
      – PersonEntity:
          Name:
            NameFull: Hu J
      – PersonEntity:
          Name:
            NameFull: Nadkarni G
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 04
              M: 09
              Text: 2025 Sep 04
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 1438-8871
          Numbering:
            – Type: volume
              Value: 27
          Titles:
            – TitleFull: Journal of medical Internet research
              Type: main
ResultId 1