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Mitigating algorithmic unfairness arising from forgetfulness of medical records in clinical artificial intelligence.

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Title: Mitigating algorithmic unfairness arising from forgetfulness of medical records in clinical artificial intelligence.
Authors: Chen Y; Oxford Suzhou Centre for Advanced Research, University of Oxford, Suzhou, China.; Department of Engineering Science, University of Oxford, Oxford, UK., Thakur A; Department of Engineering Science, University of Oxford, Oxford, UK., Soltan AAS; Department of Engineering Science, University of Oxford, Oxford, UK.; Oxford University Hospitals NHS Foundation Trust, Oxford, UK.; Department of Oncology, University of Oxford, Oxford, UK., Shen Y; Microsoft Research Asia, Shanghai, China., Li D; Microsoft Research Asia, Shanghai, China., Dong M; Department of Computer Science, University of Bath, Bath, UK., Shang L; College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, China., Clifton DA; Oxford Suzhou Centre for Advanced Research, University of Oxford, Suzhou, China.; Department of Engineering Science, University of Oxford, Oxford, UK., Wang Y; Oxford Suzhou Centre for Advanced Research, University of Oxford, Suzhou, China. yujiang.wang@eng.ox.ac.uk.; Department of Engineering Science, University of Oxford, Oxford, UK. yujiang.wang@eng.ox.ac.uk.; Intelligent Medicine Institute, Fudan University, Shanghai, China. yujiang.wang@eng.ox.ac.uk.
Source: Nature communications [Nat Commun] 2026 May 04; Vol. 17 (1). Date of Electronic Publication: 2026 May 04.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:2041-1723
DOI:10.1038/s41467-026-72601-7