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Updated: Jul 5, 2025

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
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通过公平可解释的机器学习来个性化静脉注射到口服抗生素切换决策

William J Bolton1,2,3,4, Richard Wilson5,6,7, Mark Gilchrist5,6,8

  • 1Centre for Antimicrobial Optimisation, Imperial College London, London, UK. william.bolton@imperial.ac.uk.

Nature communications
|January 13, 2024
PubMed
概括

这项研究开发了一种机器学习模型,以预测患者何时可以从静脉注射转向口服抗生素. 该工具支持抗菌药物管理,并通过优化治疗途径来减少与医疗相关的感染.

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