Echocardiography-based machine learning algorithm for distinguishing ischemic cardiomyopathy from dilated cardiomyopathy

Echocardiography-based machine learning algorithm for distinguishing ischemic cardiomyopathy from dilated cardiomyopathy

Abstract Background Machine learning (ML) can identify and integrate connections among data and has the potential to predict events. Heart failure is primarily caused by cardiomyopathy, and different etiologies require different treatments. The present study examined the diagnostic value of a ML alg...

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Bibliographic Details
Main Authors: Mei Zhou, Yongjian Deng, Yi Liu, Xiaolin Su, Xiaocong Zeng
Format: Article
Language:English
Published: BMC 2023-09-01
Series:BMC Cardiovascular Disorders
Subjects:
Machine learning
Heart failure
Ischemic cardiomyopathy
Dilated cardiomyopathy
Echocardiography
Online Access:https://doi.org/10.1186/s12872-023-03520-4

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