68 citations · 398 across the 86 of their papers we have counts for
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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…
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…
Cross-modulated Few-shot Image Generation for Colorectal Tissue Classification
Amandeep Kumar, Ankan kumar Bhunia, Sanath Narayan +4
In this work, we propose a few-shot colorectal tissue image generation method for addressing the scarcity of histopathological training data for rare cancer tissues. Our few-shot g…