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eess.IV2025
Unit-Based Histopathology Tissue Segmentation via Multi-Level Feature Representation
Ashkan Shakarami, Azade Farshad, Yousef Yeganeh +4
We propose UTS, a unit-based tissue segmentation framework for histopathology that classifies each fixed-size 32 * 32 tile, rather than each pixel, as the segmentation unit. This a…
eess.IV2025
DepViT-CAD: Deployable Vision Transformer-Based Cancer Diagnosis in Histopathology
Ashkan Shakarami, Lorenzo Nicole, Rocco Cappellesso +2
Accurate and timely cancer diagnosis from histopathological slides is vital for effective clinical decision-making. This paper introduces DepViT-CAD, a deployable AI system for mul…