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Updated: May 7, 2026

Quantification of Mouse Heart Left Ventricular Function, Myocardial Strain, and Hemodynamic Forces by Cardiovascular Magnetic Resonance Imaging
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超性心肌病中的机器学习:从临床和CMR特征的非线性模型预测心血管事件

Kankan Zhao1, Yanjie Zhu2, Xiuyu Chen3

  • 1Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, SZ University Town, Shenzhen, China; Shenzhen College of Advanced Technology, University of Chinese Academy of Sciences, Beijing, China.

JACC. Cardiovascular imaging
|July 13, 2024
PubMed
概括

机器学习使用心磁共振 (CMR) 影像和临床数据准确预测高性心肌病 (HCM) 患者的主要不良心血管事件 (MACE). 这种方法超越了传统的风险模型,为HCM管理提供了更好的风险分层.

关键词:
心脏磁共振是一种心脏磁共振.过度缩性心肌病变性心脏病.机器学习是机器学习.风险模型的风险模型.

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