IEEE journal of biomedical and health informatics
Channel-Gated Transformers With Affinity CAM for Weakly Supervised Multi-Class Brain Tumor Segmentation.
Yan Han, Kai Liu, Lingling Yuan, Md Rahaman, Marcin Grzegorzek, Hongzan Sun, Chen Li, Huiling Chen
Published: 202510.1109/JBHI.2025.3634736
Abstract
Precise tumor localization and sub-region identification are critical for disease diagnosis. However, current Weakly Supervised Semantic Segmentation (WSSS) methods for brain tumor segmentation are primarily single-class, neglecting differences betwe…
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