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Updated: Feb 5, 2026

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
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Published on: October 10, 2018

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人工智能预测模型中的诊断代码和同一入院临床结果的标签泄露

Bashar Ramadan1, Ming-Chieh Liu1, Michael C Burkhart1

  • 1Center for Computational Medicine and Clinical Artificial Intelligence, Department of Medicine, University of Chicago, Chicago, Illinois.

JAMA network open
|February 3, 2026
PubMed
概括

在人工智能模型中使用国际疾病分类 (ICD) 代码来预测住院期间患者的结果,导致性能指标膨胀. 这种常见的做法可能会使人工智能模型在临床上变得不可靠,突出了医疗保健人工智能开发中的一个关键缺陷.

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