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eess.IV2022
Adjacent Slice Feature Guided 2.5D Network for Pulmonary Nodule Segmentation
Xinwei Xue, Gaoyu Wang, Long Ma +2
More and more attention has been paid to the segmentation of pulmonary nodules. Among the current methods based on deep learning, 3D segmentation methods directly input 3D images,…
eess.IV2021
Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels
Chu Han, Jiatai Lin, Jinhai Mai +15
Tissue-level semantic segmentation is a vital step in computational pathology. Fully-supervised models have already achieved outstanding performance with dense pixel-level annotati…