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Updated: Jan 22, 2026

Induction and Phenotyping of Acute Right Heart Failure in a Large Animal Model of Chronic Thromboembolic Pulmonary Hypertension
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使用机器学习在现实世界ICU队列中对急性和慢性肝功能衰竭患者进行无偏的集群

Mengyi Zhang1,2, Fanpu Ji2,3,4,5,6, Jian Zu7

  • 1School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, China.

Nature communications
|January 20, 2026
PubMed
概括

无监督集群确定了两个不同的急性和慢性肝衰竭患者组,死亡风险明显不同. 酸平衡变量是关键驱动因素,突出了代谢调节的重要因素.

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