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Proceedings Paper

Rapid diagnosis of endoscopic biopsies with deep-learning based SRS histology (Conference Presentation)
Author(s): Minbiao Ji

Paper Abstract

Rapid diagnosis on endoscopic biopsies is crucial for decision makings during gastrointestinal endoscopy. We applied stimulated Raman scattering (SRS) microscopy on fresh biopsy specimens without fixation, sectioning or staining. We further combined SRS with deep convolutional neural network for automated diagnosis of early gastric cancer. Our preliminary results indicated that SRS histology integrated with deep learning algorithm provides potential for delivering rapid diagnosis that could aid the surgical management of gastric cancer.

Paper Details

Date Published: 10 March 2020
Proc. SPIE 11252, Advanced Chemical Microscopy for Life Science and Translational Medicine, 1125214 (10 March 2020); doi: 10.1117/12.2547217
Show Author Affiliations
Minbiao Ji, Fudan Univ. (China)

Published in SPIE Proceedings Vol. 11252:
Advanced Chemical Microscopy for Life Science and Translational Medicine
Ji-Xin Cheng; Wei Min; Garth J. Simpson, Editor(s)

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