Integration of fairness-awareness into clinical language processing models.

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Title: Integration of fairness-awareness into clinical language processing models.
Authors: Abulibdeh R; Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada., Lin Y; Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada., Ahmadi S; Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada.; Neurosciences and Mental Health Research Program, The Hospital for Sick Children, Toronto, ON, Canada., Sejdić E; Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada. esejdic@ieee.org.; North York General Hospital, North York, ON, Canada. esejdic@ieee.org., Celi LA; Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA.; Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA., Zhao Q; Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada., Tu K; North York General Hospital, North York, ON, Canada.; Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada.; Toronto Western Hospital Family Health Team, University Health Network, Toronto, ON, Canada.
Source: Communications medicine [Commun Med (Lond)] 2026 Feb 24; Vol. 6 (1). Date of Electronic Publication: 2026 Feb 24.
Publication Type: Journal Article
Journal Info: Publisher: Nature Portfolio Country of Publication: England NLM ID: 9918250414506676 Publication Model: Electronic Cited Medium: Internet ISSN: 2730-664X (Electronic) Linking ISSN: 2730664X NLM ISO Abbreviation: Commun Med (Lond) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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ISSN:2730-664X
DOI:10.1038/s43856-026-01433-9