Deep Learning Supplants Visual Analysis by Experienced Operators for the Diagnosis of Cardiac Amyloidosis by Cine-CMR.
Fiche publication
Date publication
décembre 2021
Journal
Diagnostics (Basel, Switzerland)
Auteurs
Membres identifiés du Cancéropôle Est :
Pr ROY Catherine
Tous les auteurs :
Germain P, Vardazaryan A, Padoy N, Labani A, Roy C, Schindler TH, El Ghannudi S
Lien Pubmed
Résumé
Diagnosing cardiac amyloidosis (CA) from cine-CMR (cardiac magnetic resonance) alone is not reliable. In this study, we tested if a convolutional neural network (CNN) could outperform the visual diagnosis of experienced operators.
Mots clés
AL/TTR amyloidosis, cardiac amyloidosis, convolutional neural network, deep learning, hypertrophic cardiomyopathy, left ventricular hypertrophy
Référence
Diagnostics (Basel). 2021 Dec 29;12(1):