GUDU: Geometrically-constrained Ultrasound Data augmentation in U-Net for echocardiography semantic segmentation
Christoforos Sfakianakis, Georgios Simantiris, Georgios Tziritas
Topics & Concepts
SegmentationSørensen–Dice coefficientVentricleComputer scienceArtificial intelligenceEjection fractionUltrasoundPattern recognition (psychology)Image segmentationMedicineCardiologyRadiologyHeart failureCardiac Valve Diseases and TreatmentsCardiovascular Function and Risk FactorsCardiac Imaging and Diagnostics