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Machine Learning Approach for the Prediction of Age-Specific Probability of SCA3 and DRPLA by Survival Curve Analysis.

Yuya HatanoTomohiko IshiharaSachiko HirokawaOsamu Onodera
Published in: Neurology. Genetics (2023)
In this study, we have demonstrated the superiority of machine learning methods for predicting age at onset of SCA3 and DRPLA using survival analysis. Such accurate prediction of onset will be useful for genetic counseling of carriers and for devising methods to verify the effects of interventions for unaffected individuals.
Keyphrases
  • machine learning
  • genome wide
  • artificial intelligence
  • physical activity
  • gene expression
  • high resolution
  • human immunodeficiency virus
  • free survival
  • copy number
  • smoking cessation
  • data analysis