Guiyang Jiang

Virtual Immunohistochemistry Staining with Dual-Aligned Multi-Task Feature Guidance

In hematoxylin-eosin (H&E) to virtual immunohistochemistry (IHC) staining, paired images enable supervised learning but suffer from inherent spatial dislocation, limiting pixel-level constraints. Thus, auxiliary tasks have been increasingly employed with paired data to provide complementary supervis