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Updated: Jul 26, 2025

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
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可解释的深度学习架构,以提高药物反应预测性能:神话还是现实?

Yihui Li1, David Earl Hostallero1,2, Amin Emad1,2,3

  • 1Department of Electrical and Computer Engineering, McGill University, Montreal, QC, Canada.

Bioinformatics (Oxford, England)
|June 16, 2023
PubMed
概括

评估了用于药物反应预测 (DRP) 的可解释深度学习模型,其中包括信号通路. 显式路径集成的表现更差,黑盒模型往往达到更高的准确性和通用性.

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