Rapid, label-free histopathological diagnosis of liver cancer based on Raman spectroscopy and deep learning

Abstract

Biopsy is recommended for definitive diagnosis of liver carcinoma, however, this process requires staining and expert pathologists to confirm diagnosis. Here, the authors employ a portable Raman spectroscopy system combined with deep learning to detect carcinoma from normal tissue in real time.