Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline.
Yong FanNematollah BatmanghelichChristopher M. ClarkChristos DavatzikosAlzheimer's Disease Neuroimaging InitiativePublished in: NeuroImage (2008)
Keyphrases
- pattern classification
- spatial patterns
- functional magnetic resonance imaging
- normal controls
- healthy controls
- high dimensional
- activation patterns
- mild cognitive impairment
- brain images
- gray matter
- high degree of accuracy
- neurological disorders
- blood pressure
- spatio temporal
- brain activity
- pattern recognition
- spatial distribution
- pattern discovery
- feature extraction
- temporal lobe epilepsy
- nearest neighbor rule
- information processing
- human brain
- gene expression
- ad patients
- medical images
- brain anatomy
- brain tissue
- low dimensional
- multi dimensional
- brain regions
- parzen window
- knn
- brain connectivity
- dimensionality reduction
- magnetic resonance
- data sets
- mr images
- nearest neighbor
- data analysis
- data structure
- face recognition
- data mining
- neural network