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Updated: Sep 9, 2025

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
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Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

Published on: October 10, 2018

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癌の診断と予測のための知識に基づく機械学習:レビュー

Lingchao Mao1, Hairong Wang1, Leland S Hu2

  • 1H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA 30332 USA.

IEEE transactions on automation science and engineering : a publication of the IEEE Robotics and Automation Society
|September 2, 2025
PubMed
まとめ

知識に基づく機械学習 (KIML) は,生物医学的な知識とデータベースのモデルを統合することで,がんの診断と予後を改善します. このアプローチは,限られたデータなどの課題に対処し,モデルの正確性と解釈性を改善します.

キーワード:
機械学習癌の診断ディープラーニング医療の自動化について予後について

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