Hao Xie

High-resolution virtual staining via edge-integrated computation in microscopy

Virtual staining improves the interpretability of microscopy images without requiring chemical labeling; however, the computational cost of conventional image-to-image translation models limits their real-time use. Here, we present a lightweight virtual staining framework designed for edge and workstation environments,...