Left ventricle automatic segmentation in cardiac MRI using a combined CNN and U-net approach
Bofeng Wu, Ying Fang, Xiaobo Lai
Topics & Concepts
SegmentationHausdorff distanceVentricleComputer scienceArtificial intelligenceRobustness (evolution)Magnetic resonance imagingSørensen–Dice coefficientMetric (unit)Deep learningDiceCardiac magnetic resonance imagingPattern recognition (psychology)Image segmentationComputer visionMedicineCardiologyRadiologyMathematicsGeometryEconomicsGeneChemistryOperations managementBiochemistryRadiomics and Machine Learning in Medical ImagingAdvanced Neural Network ApplicationsAdvanced MRI Techniques and Applications