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Deep learning identified glioblastoma subtypes based on internal genomic expression ranks.

Xing-Gang MaoXiao-Yan XueLing WangWei LinXiang Zhang
Published in: BMC cancer (2022)
The GBM expression profiles can be transformed into unified SND data, which can be used to train CDNN models with high accuracy and generalization capacity. These models suggested NE subtype may be not compatible with the 4 subtypes classification system.
Keyphrases
  • deep learning
  • poor prognosis
  • electronic health record
  • copy number
  • big data
  • mass spectrometry
  • dna methylation