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eess.IV2024
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing
Daniya Najiha Abdul Kareem, Mustansar Fiaz, Noa Novershtern +2
Volumetric medical image segmentation is a fundamental problem in medical image analysis where the objective is to accurately classify a given 3D volumetric medical image with voxe…
eess.IV2024
Medical Image Segmentation Using Directional Window Attention
Daniya Najiha Abdul Kareem, Mustansar Fiaz, Noa Novershtern +1
Accurate segmentation of medical images is crucial for diagnostic purposes, including cell segmentation, tumor identification, and organ localization. Traditional convolutional neu…