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文書・図像類

医用画像とimmunogenomicsを用いた人工知能による肝癌薬物療法の最適化

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医用画像とimmunogenomicsを用いた人工知能による肝癌薬物療法の最適化

Material type
文書・図像類
Author
西田, 直生志
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Material Format
Digital
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研究分野:消化器内科

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Summary, etc.:

154例の肝癌を用い、免疫染色と遺伝子変異にて免疫チェックポイント阻害剤(ICI)の効果予測モデルを作成した。ICI治療を受けたテストコホートで、モデルは無増悪生存期間を層別化した。画像情報からレンバチニブ治療の病勢制御予測モデルを開発した。96例の肝癌例でRadiomics特徴量を抽出、ニューラル...

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  • Kindai University Academic Resource Repository

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Digital

Material Type
文書・図像類
Author/Editor
西田, 直生志
Author Heading
Alternative Title
Development of AI for the drug therapy of hepatocellular carcinoma using medical image and immunogenomics
Periodical title
科学研究費助成事業研究成果報告書 (2023)
Text Language Code
jpn
Target Audience
一般
Note (General)
研究分野:消化器内科