Machine learning-driven diagnostic signature provides new insights in clinical management of hypertrophic cardiomyopathy.

Shutong LiuPeiyu YuanYouyang ZhengChunguang GuoYuqing RenSiyuan WengYuyuan ZhangLong LiuZhe XingLibo WangXin-Wei Han

Published in: ESC heart failure (2024)

Our study revealed a number of hub genes and novel pathways to provide potential targets for the treatment of HCM. A stable model was developed, providing an efficient tool for the diagnosis of HCM.

Keyphrases

hypertrophic cardiomyopathy
left ventricular
machine learning
genome wide
artificial intelligence
single cell
heart failure
big data
deep learning
combination therapy
genome wide identification
genome wide analysis