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Updated: Jan 17, 2026

Induction and Phenotyping of Acute Right Heart Failure in a Large Animal Model of Chronic Thromboembolic Pulmonary Hypertension
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在急性心力衰竭中使用无监督机器学习识别拥堵表型

Tripti Rastogi1, Olivier Hutin1, Jozine M Ter Maaten2

  • 1Université de Lorraine, Inserm, DCAC, Centre D'Investigation Clinique-Plurithématique 14-33, CHRU-Nancy, F-CRIN iNI-CRCT (Cardiovasculaire and Renal Clinical Trialists), 4, rue du Morvan, 54500 Vandœuvre-Lès-Nancy, France.

European heart journal. Digital health
|September 23, 2025
PubMed
概括

数据驱动的集群确定了五种心力衰竭 (HF) 拥堵表型. 某些表型,如全球拥堵,显著增加HF住院和死亡的风险,表明不同的病理生理学.

关键词:
交通拥堵 拥堵 拥堵心力衰竭的表型 心力衰竭的表型蛋白质生物标志物 蛋白质生物标志物随机的森林随机的森林没有监督的集群.

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