Clinical Significance and Molecular Annotation of Cellular Morphometric Subtypes in Lower Grade Gliomas discovered by Machine Learning.

Xiao-Ping LiuXiaoqing JinSaman Seyed AhmadianXu YangSu-Fang TianYu-Xiang CaiKuldeep ChawlaAntoine M SnijdersYan-Kai Xia Paul J van DiestWilliam A WeissJian-Hua MaoZhi-Qiang LiHannes VogelHang Chang

Published in: Neuro-oncology (2022)

We developed and validated a framework (CMS-ML) for CMS discovery in LGG associated with specific molecular alterations, immune micro-environment, prognosis, and treatment response.

Keyphrases

machine learning
small molecule
high grade
single molecule
artificial intelligence
high throughput
rna seq
big data