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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 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