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Updated: Feb 25, 2026

Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care
14:32

Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care

Published on: February 16, 2011

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公平意識を臨床言語処理モデルに統合する

Rawan Abulibdeh1, Yihang Lin1, Sepehr Ahmadi1,2

  • 1Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada.

Communications medicine
|February 23, 2026
PubMed
まとめ

階層的なコンヴォルションニューラルネットワークは,臨床テキストから人種を予測するトランスフォーマーモデルを上回り,より高い正確性と公平性を達成しました. モデルに依存する結果が,電子医療記録のシステム的なバイアスを強調するので,調整された公平性の介入は極めて重要です.

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