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使用监督集群技术,探索与CKD新发病相关的MASLD亚群

Itaru Hosaka1, Marenao Tanaka2, Tatsuya Sato2,3

  • 1Division of Cardiovascular Surgery, Department of Surgery, Sapporo Medical University School of Medicine, Sapporo, Japan.

Hepatology research : the official journal of the Japan Society of Hepatology
|January 26, 2026
PubMed
概括

机器学习确定了不同的代谢功能障碍相关的脂肪性肝病 (MASLD) 子组. 一个肥胖的MASLD亚组,高脂和尿酸显示出患慢性病 (CKD) 的风险最高.

关键词:
沙普利的添加式扩展 (SHAP)慢性病 (CKD) 是一种慢性病.集群集成是指集群集成.机器学习是机器学习.与代谢功能障碍相关的脂肪性肝病 (MASLD)

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