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通过减少顺序建模和分类来导出表型代表的左心室流动模式

María Guadalupe Borja1, Pablo Martinez-Legazpi2, Cathleen Nguyen3

  • 1Department of Mechanical and Aerospace Engineering, University of California San Diego, La Jolla, CA, USA.

Computers in biology and medicine
|June 30, 2024
PubMed
概括

减少顺序模型 (ROM) 将复杂的心脏流动模式简化为可解释的指标. 这种机器学习方法有效地区分了扩张性心肌病 (DCM),高性心肌病 (HCM) 和使用心声图数据的健康个体.

关键词:
血液流动成像 血液流动成像心脏衰竭是因为心脏衰竭.机器学习是机器学习.主要组件分析的主要组件分析.矢量流量映射映射 矢量流量映射

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