AI-based Fully-Automated Stress Left Ventricular Ejection Fraction as a Prognostic Marker in Patients Undergoing Stress-CMR.

Solenn Toupin Théo Pezel Thomas HovasseFrancesca SanguinetiStéphane ChampagneThierry UnterseehSuzanne DuhamelTeodora ChitiboiAthira J JacobIndraneel BorgohainPuneet SharmaTrecy GonçalvesPaul-Jun MartialEmmanuel Gall Jeremy Florence Alexandre Unger Philippe Garot Jérôme Garot

Published in: European heart journal. Cardiovascular Imaging (2024)

AI-based fully automated LVEF measured at stress is independently associated with the occurrence of death in patients undergoing stress CMR, with an additional prognostic value above traditional risk factors, inducible ischemia and LGE.

Keyphrases

patients undergoing
ejection fraction
risk factors
left ventricular
aortic stenosis
machine learning
artificial intelligence
deep learning
high throughput
heart failure
risk assessment
heat stress
acute coronary syndrome
coronary artery disease
atrial fibrillation
aortic valve