Hui Zhang

SemanticIR: A Semantic-Aware Transformer for High-Quality Medical Image Restoration

Background: Medical image restoration plays an important role in improving the quality and reliability of clinical imaging, including low-dose CT denoising, MRI super-resolution, and PET synthesis. Although CNN- and Transformer-based methods have achieved promising results, many existing approaches perform feature aggr...