Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks

no code implementations • 6 Jul 2022 • Yijie Zhang, Luzhe Huang, Tairan Liu, Keyi Cheng, Kevin De Haan, Yuzhu Li, Bijie Bai, Aydogan Ozcan

Here, we introduce a fast virtual staining framework that can stain defocused autofluorescence images of unlabeled tissue, achieving equivalent performance to virtual staining of in-focus label-free images, also saving significant imaging time by lowering the microscope's autofocusing precision.

Collaborative Inference