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Updated: Feb 1, 2026

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
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在ICU入院时,使用机器学习预测碳烯酶生成肠杆菌的殖民

Ji Hun Kim1, Eunmi Yang2, Yun Woo Lee2

  • 1Department of Emergency Medicine, College of Medicine, Uijeongbu St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea.

Scientific reports
|January 30, 2026
PubMed
概括

预测在重症监护室 (ICU) 入院时产生卡巴酶的肠细菌 (CPE) 殖民对于感染控制至关重要. 机器学习模型可以帮助早期识别载体,改善患者安全和医院卫生.

关键词:
产生碳酶的肠道细菌.在重症监护病房的重症监护病房.后勤回归的逻辑回归机器学习是机器学习.预测模型的预测模型.这就是 SHAP SHAP 的意思.

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