@article{kobayashi:hal-03357064, TITLE = {{Machine Learning-Derived Echocardiographic Phenotypes Predict~Heart~Failure Incidence in Asymptomatic Individuals}}, AUTHOR = {Kobayashi, Masatake and Huttin, Olivier and Magnusson, Martin and Ferreira, Jo{\~a}o Pedro and Bozec, Erwan and Huby, Anne-Cecile and Preud'Homme, Gregoire and Duarte, Kevin and Lamiral, Zohra and Dalleau, Kevin and Bresso, Emmanuel and Sma{\"i}l-Tabbone, Malika and Devignes, Marie-Dominique and Nilsson, Peter M and Leosdottir, Margret and Boivin, Jean-Marc and Zannad, Faiez and Rossignol, Patrick and Girerd, Nicolas}, URL = {https://hal.univ-lorraine.fr/hal-03357064}, JOURNAL = {{JACC: Cardiovascular Imaging}}, PUBLISHER = {{Elsevier/American College of Cardiology}}, VOLUME = {S1936-878X}, NUMBER = {21}, PAGES = {00556-8}, YEAR = {2021}, MONTH = Sep, DOI = {10.1016/j.jcmg.2021.07.004}, KEYWORDS = {biomarkers ; cardiovascular diseases ; cluster analysis ; echocardiogram ; heart failure ; machine learning ; prognosis}, PDF = {https://hal.univ-lorraine.fr/hal-03357064/file/1-s2.0-S1936878X21005568-main.pdf}, HAL_ID = {hal-03357064}, HAL_VERSION = {v1}, }