Gaussian process classification of Alzheimer's disease and mild cognitive impairment from resting-state fMRI.
Edward ChallisPeter HurleyLaura SerraMarco BozzaliSeb OliverMara CercignaniPublished in: NeuroImage (2015)
Keyphrases
- mild cognitive impairment
- gaussian process classification
- early diagnosis
- resting state fmri
- high degree of accuracy
- brain images
- brain regions
- computer aided diagnosis
- gaussian process
- healthy subjects
- clinical trials
- computer aided
- early stage
- white matter
- medical images
- early detection
- human brain
- functional connectivity
- diffusion tensor imaging
- magnetic resonance
- data mining
- medical imaging
- signal processing
- cardiovascular disease