Rapid intraoperative diagnosis of pediatric brain tumors using Raman spectroscopy: A machine learning approach.

Rashad JabarkheelChi-Sing HoAdrian J RodriguesMichael C JinJonathon J ParkerKobina Mensah-BrownDerek W YeciesGerald A Grant

Published in: Neuro-oncology advances (2022)

Our work suggests that RS can be used to develop a machine learning-based classifier to differentiate tumor vs non-tumor tissue during resection of pediatric brain tumors.

Keyphrases

machine learning
raman spectroscopy
artificial intelligence
big data
deep learning
patients undergoing
young adults
quantum dots
childhood cancer
neural network