Login / Signup

Genetic variations analysis for complex brain disease diagnosis using machine learning techniques: opportunities and hurdles.

Hala AhmedLouai AlarabiShaker El-SappaghHassan SolimanMohammed M Elmogy
Published in: PeerJ. Computer science (2021)
Despite significant developments in genetic diseases in the past two decades of the diagnosis and treatment, there is still a large percentage in which the causative mutation cannot be determined, and a final genetic diagnosis remains elusive. So, we need to detect the variations of the genes related to brain disorders in the early disease stages.
Keyphrases
  • genome wide
  • resting state
  • copy number
  • white matter
  • dna methylation
  • functional connectivity
  • cerebral ischemia
  • gene expression
  • brain injury
  • blood brain barrier
  • subarachnoid hemorrhage
  • bioinformatics analysis