Machine Learning-Derived Echocardiographic Phenotypes Predict Heart Failure Incidence in Asymptomatic Individuals.
Kobayashi M, Huttin O, Magnusson M, Ferreira JP, Bozec E, Huby AC, Preud'homme G, Duarte K, Lamiral Z, Dalleau K, Bresso E, Smaïl-Tabbone M, Devignes MD, Nilsson PM, Leosdottir M, Boivin JM, Zannad F, Rossignol P, Girerd N; STANISLAS Study Investigators.
Kobayashi M, et al. Among authors: lamiral z.
JACC Cardiovasc Imaging. 2022 Feb;15(2):193-208. doi: 10.1016/j.jcmg.2021.07.004. Epub 2021 Sep 15.
JACC Cardiovasc Imaging. 2022.
PMID: 34538625
Free article.
Clinical Trial.