Biopsy-free in vivo virtual histology of skin using deep learning

Abstract An invasive biopsy followed by histological staining is the benchmark for pathological diagnosis of skin tumors. The process is cumbersome and time-consuming, often leading to unnecessary biopsies and scars. Emerging noninvasive optical technologies such as reflectance confocal microscopy (...

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Bibliographic Details
Main Authors: Jingxi Li, Jason Garfinkel, Xiaoran Zhang, Di Wu, Yijie Zhang, Kevin de Haan, Hongda Wang, Tairan Liu, Bijie Bai, Yair Rivenson, Gennady Rubinstein, Philip O. Scumpia, Aydogan Ozcan
Format: Article
Language:English
Published: Nature Publishing Group 2021-11-01
Series:Light: Science & Applications
Online Access:https://doi.org/10.1038/s41377-021-00674-8