Qirong Ho

FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention

2025

With the growing application of transformer in computer vision, hybrid architectures that combine convolutional neural networks (CNNs) and transformers demonstrate competitive ability in medical image segmentation. However, direct fusion of features from CNNs and transformers …