Association of Machine Learning–Derived Phenogroupings of Echocardiographic Variables with Heart Failure in Stable Coronary Artery Disease: The Heart and Soul Study

Author:

Mishra Rakesh K.,Tison Geoffrey H.ORCID,Fang Qizhi,Scherzer RebeccaORCID,Whooley Mary A.,Schiller Nelson B.

Funder

National Institutes of Health

Department of Veterans Affairs

National Heart, Lung, and Blood Institute

American Federation for Aging Research

Robert Wood Johnson Foundation

Publisher

Elsevier BV

Subject

Cardiology and Cardiovascular Medicine,Radiology Nuclear Medicine and imaging

Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Broadening Perspectives of Artificial Intelligence in Echocardiography;Cardiology and Therapy;2024-05-04

2. Explainable machine learning using echocardiography to improve risk prediction in patients with chronic coronary syndrome;European Heart Journal - Digital Health;2024-01-22

3. Artificial intelligence in heart failure and transplant;Artificial Intelligence in Clinical Practice;2024

4. Machine Learning Approaches for Predicting Heart Failure from Echocardiography Data;2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON);2023-12-01

5. Cardiac Structure and Function Phenogroups and Risk of Incident Heart Failure (from the Multi-ethnic Study of Atherosclerosis);The American Journal of Cardiology;2023-01

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