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Prediction of East Asian Brain Age using Machine Learning Algorithms Trained With Community-based Healthy Brain MRI.

Chanda SimfukweYoung Chul Youn
Published in: Dementia and neurocognitive disorders (2022)
accuracies of the BR model predicting brain age gap in the East Asian population showed that the model could reduce the dimensionality of neuroimaging data to provide a meaningful biomarker for individual brain aging.
Keyphrases
  • resting state
  • white matter
  • functional connectivity
  • cerebral ischemia
  • machine learning
  • magnetic resonance imaging
  • big data
  • resistance training
  • blood brain barrier
  • contrast enhanced
  • data analysis