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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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  Data: <searchLink fieldCode="AU" term="%22Chen+Y%22">Chen Y</searchLink>; Oxford Suzhou Centre for Advanced Research, University of Oxford, Suzhou, China.; Department of Engineering Science, University of Oxford, Oxford, UK.<br /><searchLink fieldCode="AU" term="%22Thakur+A%22">Thakur A</searchLink>; Department of Engineering Science, University of Oxford, Oxford, UK.<br /><searchLink fieldCode="AU" term="%22Soltan+AAS%22">Soltan AAS</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Shen+Y%22">Shen Y</searchLink>; Microsoft Research Asia, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Li+D%22">Li D</searchLink>; Microsoft Research Asia, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Dong+M%22">Dong M</searchLink>; Department of Computer Science, University of Bath, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Shang+L%22">Shang L</searchLink>; College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Clifton+DA%22">Clifton DA</searchLink>; Oxford Suzhou Centre for Advanced Research, University of Oxford, Suzhou, China.; Department of Engineering Science, University of Oxford, Oxford, UK.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; 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.
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              Text: 2026 May 04
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