Comparison of deep learning models for digital H&E staining from unpaired label-free multispectral microscopy images.

•Deep learning applied to digital pathology.•Virtual staining from unpaired label-free microscopy images.•Contrastive learning for virtual staining applied to multispectral images.•Generative models with cycle consistency for better digital staining results.•Quality image assessment by similarity and chromatic metrics.