Enhancing Histopathology Image Quality through Cross-scale Wavelet-based Transformer Network

CWT-Net, a novel network that leverages cross-scale image wavelet transform and Transformer architecture, significantly outperforms state-of-the-art methods in histopathology image super-resolution and can substantially boost the accuracy of image diagnostic networks.