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Updated: May 5, 2026

Advanced Animal Model of Colorectal Metastasis in Liver: Imaging Techniques and Properties of Metastatic Clones
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結腸直腸肝臓転移の予測のためのマルチモダルMRIベースのモデル:SHAP解釈による放射線学,ディープラーニング,および臨床機能の統合

Xin Yan1, Furui Duan2, Lu Chen1

  • 1Department of Radiology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China.

Current oncology (Toronto, Ont.)
|August 27, 2025
PubMed
まとめ

この研究は,大腸がんの肝臓転移 (CRLM) を予測するための解釈可能な多様式MRIモデルを開発した. 放射線学とディープラーニングを組み合わせた統合モデルは,CRLMのリスク評価のための臨床的意思決定を支援し,高い精度を達成しました.

キーワード:
SHAP について大腸がんディープラーニング磁気共鳴画像検査放射線学

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