Attn-NucleiSeg: Cross-Attention Fusion with Adaptive Scale Selection for Nuclei Segmentation in HE Images
Nuclei instance segmentation in histopathology images is an important yet challenging task for cancer diagnosis and treatment planning. Existing methods often rely on single-encoder architectures that may have difficulty capturing both local morphological details and global contextual information, while fixed receptive...