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Updated: May 10, 2026

Evaluation of Left Ventricular Structure and Function using 3D Echocardiography
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无监督的基于集合的表型增强了与左心室形态相关的基因的可发现性

Rodrigo Bonazzola1,2, Enzo Ferrante3, Nishant Ravikumar1,2

  • 1Centre for Computational Imaging and Simulation Technologies in Biomedicine, School of Computing and School of Medicine, University of Leeds, Leeds, UK.

Nature machine intelligence
|March 25, 2024
PubMed
概括

这项研究引入了无监督的表型组合,以发现影响心脏形状的基因. 新的框架显著提高了使用英国生物银行数据识别具有复杂心脏形态的遗传关联.

关键词:
心血管遗传学 心血管遗传学全基因组关联研究研究.机器学习 机器学习预测标志物 预测标志物

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