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Hybrid multivariate pattern analysis combined with extreme learning machine for Alzheimer's dementia diagnosis using multi-measure rs-fMRI spatial patterns.

Duc Thanh NguyenSeungjun RyuMuhammad Naveed Iqbal QureshiMin ChoiKun Ho LeeBoreom Lee
Published in: PloS one (2019)
From a clinical perspective, combining extreme learning machine and hybrid MVPA applied on concatenations of multiple rs-fMRI biomarkers can potentially assist the clinicians in AD and MCI diagnosis.
Keyphrases
  • resting state
  • functional connectivity
  • mild cognitive impairment
  • deep learning
  • climate change
  • cognitive decline
  • palliative care
  • cognitive impairment
  • machine learning