Fully Automatic initialization and segmentation of left and right ventricles for large-scale cardiac MRI using a deeply supervised network and 3D-ASM
Huaifei Hu, Ning Pan, Alejandro F. Frangi
Topics & Concepts
Computer scienceSegmentationArtificial intelligenceInitializationConvolutional neural networkDeep learningRobustness (evolution)Image segmentationGround truthPopulationPattern recognition (psychology)Magnetic resonance imagingCardiac magnetic resonance imagingComputer visionMedicineRadiologyProgramming languageGeneChemistryEnvironmental healthBiochemistryMedical Image Segmentation TechniquesCardiac Imaging and DiagnosticsCongenital heart defects research