Biopsy-free Virtual Histology of Skin Using Reflectance Confocal Microscopy and Deep Learning
- Resource Type
- Conference
- Authors
- Li, Jingxi; Garfinkel, Jason; Zhang, Xiaoran; Wu, Di; Zhang, Yijie; de Haan, Kevin; Wang, Hongda; Liu, Tairan; Bai, Bijie; Rivenson, Yair; Rubinstein, Gennady; Scumpia, Philip O.; Ozcan, Aydogan
- Source
- 2022 Conference on Lasers and Electro-Optics (CLEO) Lasers and Electro-Optics (CLEO), 2022 Conference on. :1-2 May, 2022
- Subject
- Photonics and Electrooptics
Reflectivity
Deep learning
In vivo
Histopathology
Microscopy
Biopsy
Lasers and electrooptics
- Language
We report in vivo virtual histology of skin without a biopsy, where deep learning is used to virtually stain tissue and generate hematoxylin and eosin (H&E)-like microscopic images of skin using a reflectance confocal microscope.