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Updated: Feb 12, 2026

Comparison of Predictive Performance of Three Lymph Node Staging Systems in Colorectal Signet Ring Cell Carcinoma Based on Machine Learning Model
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对多种机器学习算法的比较和验证,用于预测导管相关血流患者的MDRO感染:一个多中心队列研究

Hongwei Wang1, Caizheng Yang2, Ming Zhao3

  • 1Department of Neurosurgery, Shanxi Provincial People's Hospital, The Fifth Clinical Medical College of Shanxi Medical University, Taiyuan, China.

Microbiology spectrum
|February 11, 2026
PubMed
概括

一个机器学习模型准确地预测了与导管相关的血液感染 (CRBSI) 中的多药耐药生物体 (MDRO) 感染. 这种工具有助于早期干预和精确的抗菌药物治疗,改善患者的治疗结果和打击耐药性.

关键词:
这就是 SHAP SHAP 的意思.与导管相关的血液感染.机器学习是机器学习.多重耐药生物多重耐药生物预测模型 预测模型

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