Machine Learning-Derived Echocardiographic Phenotypes Predict Heart Failure Incidence in Asymptomatic Individuals

Masatake Kobayashi, Olivier Huttin, Martin Magnusson, João Pedro Ferreira, Erwan Bozec, Anne-Cecile Huby, Gregoire Preud'homme, Kevin Duarte, Zohra Lamiral, Kevin Dalleau, Emmanuel Bresso, Malika Smaïl-Tabbone, Marie-Dominique Devignes, Peter M Nilsson, Margret Leosdottir, Jean-Marc Boivin, Faiez Zannad, Patrick Rossignol, Nicolas Girerd, STANISLAS study