AINeutralarXiv – CS AI · 18h ago5/10
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Multi-planar 2D-U-Net Segmentation of 3D-CT Abdominal Organs augmented by Spatial Occurrence Maps
Researchers propose a lightweight 2D-U-Net framework for segmenting abdominal organs in 3D CT scans by combining multi-planar analysis with spatial occurrence maps. The two-stage approach achieves approximately 4% Dice improvement over baseline models and demonstrates practical viability for medical imaging applications.