Explicit and automatic ejection fraction assessment on 2D cardiac ultrasound with a deep learning-based approach
Olivier Moal, Émilie Roger, Alix Lamouroux, Chloe Younes, Guillaume Bonnet, Bertrand Moal, Stéphane Lafitte
Topics & Concepts
Ejection fractionArtificial intelligenceInterpretabilityDeep learningVentricleComputer scienceUltrasoundMedicineBiplaneStroke volumeCardiologyPattern recognition (psychology)Machine learningRadiologyHeart failureEngineeringAerospace engineeringCardiovascular Function and Risk FactorsAtrial Fibrillation Management and OutcomesCardiac Arrhythmias and Treatments