Federation Opacity and the Promise of Federated Learning in Healthcare.

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Title: Federation Opacity and the Promise of Federated Learning in Healthcare.
Authors: Hatherley, Joshua1 (AUTHOR) jjh@hum.ku.dk, Søgaard, Anders1 (AUTHOR), Ballantyne, Angela2 (AUTHOR), Pauwels, Ruben3 (AUTHOR)
Source: American Journal of Bioethics. Mar2026, p1-14. 14p. 1 Illustration.
Database: Academic Search Ultimate
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Header DbId: asn
DbLabel: Academic Search Ultimate
An: 192064068
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Federation Opacity and the Promise of Federated Learning in Healthcare.
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  Data: <searchLink fieldCode="JN" term="%22American+Journal+of+Bioethics%22">American Journal of Bioethics</searchLink>. Mar2026, p1-14. 14p. 1 Illustration.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192064068
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1080/15265161.2026.2637093
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 14
        StartPage: 1
    Titles:
      – TitleFull: Federation Opacity and the Promise of Federated Learning in Healthcare.
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            NameFull: Hatherley, Joshua
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            NameFull: Søgaard, Anders
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            NameFull: Ballantyne, Angela
      – PersonEntity:
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            NameFull: Pauwels, Ruben
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            – D: 05
              M: 03
              Text: Mar2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
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            – TitleFull: American Journal of Bioethics
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