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RSU-Net: U-net based on residual and self-attention mechanism in the segmentation of cardiac magnetic resonance images

Yuanzhe Li, Yi Wang, Yin-Hui Huang, Ping Xiang, Wenxi Liu, Qing-Quan Lai, Yiyuan Gao, Maosheng Xu, Yifan Guo

2023Computer Methods and Programs in Biomedicine39 citationsDOI

Topics & Concepts

Computer scienceSørensen–Dice coefficientSegmentationArtificial intelligenceCross entropyImage segmentationPattern recognition (psychology)Convolutional neural networkResidualHausdorff distanceMagnetic resonance imagingAlgorithmComputer visionMedicineRadiologyAdvanced Neural Network ApplicationsMedical Image Segmentation TechniquesMedical Imaging and Analysis
RSU-Net: U-net based on residual and self-attention mechanism in the segmentation of cardiac magnetic resonance images | Litcius