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Intraoperative DNA methylation classification of brain tumors impacts neurosurgical strategy.

Luna DjirackorSkarphedinn HalldorssonPitt NiehusmannHenning LeskeDavid CapperLuis P KuschelJens PahnkeBernt J Due-TønnessenIver A LangmoenCecilie J SandbergPhilipp EuskirchenEinar O Vik-Mo
Published in: Neuro-oncology advances (2021)
Intraoperative nanopore sequencing combined with machine learning diagnostics was robust, sensitive, and rapid. This strategy allowed DNA methylation-based classification of the tumor to be returned to the surgeon within a timeframe that supports intraoperative decision making.
Keyphrases
  • machine learning
  • dna methylation
  • deep learning
  • decision making
  • genome wide
  • patients undergoing
  • gene expression
  • artificial intelligence
  • big data
  • single cell
  • single molecule
  • robot assisted
  • quantum dots