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 XiaPaul J van DiestWilliam A WeissJian-Hua MaoZhi-Qiang LiHannes VogelHang ChangPublished 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.