Deep-learning based stimulated Raman scattering histology
- Abstract number
- 379
- Corresponding Email
- [email protected]
- Session
- Stream 5: Label Free Imaging
- Authors
- Professor Minbiao Ji (1)
- Affiliations
-
1. Fudan University
- Keywords
stimulated Raman scattering, label-free imaging, histology, cancer diagnosis
- Abstract text
Stimulated Raman scattering (SRS) microscopy has benefited from high sensitivity and spectral resolution for label-free imaging with molecular specificity, and hence showed broad applications in biomedical imaging, such as rapid and intraoperative histology. Further combined with deep-learning algorithms, we have investigated the possibility of SRS in the intelligent diagnosis on various human disease tissues, including laryngeal carcinoma, breast tumor and gastric endoscopic biopsies.