Browsing Nguyen Do Trung Chanh, PhD by Subject "medical image segmentation"
Now showing items 1-2 of 2
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CapNext: Unifying Capsule and ResNeXt for Medical Image Segmentation
(2022)Capsule Network is a contemporary approach to image analysis that emphasizes part-whole relationships. However, its applications to segmentation tasks are limited due to training difficulties such as initialization and ... -
SEGTRANSVAE: Hybrid CNN-Transformer with Regularization for Medical Image Segmentation
(2022)Current research on deep learning for medical image segmentation highlights limitations in learning either global semantic information or local contextual information effectively. To address these challenges, this paper ...
