Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI.
Christos DavatzikosSusan M. ResnickX. WuP. ParmpiChristopher M. ClarkPublished in: NeuroImage (2008)
Keyphrases
- pattern classification
- high dimensional
- ad patients
- mri data
- magnetic resonance imaging
- single photon emission computed tomography
- differential diagnosis
- pattern recognition
- medical experts
- nearest neighbor rule
- cortical thickness
- feature extraction
- heart disease
- mr images
- dimensionality reduction
- high dimensionality
- radial basis function neural network
- fault diagnosis
- pattern classification problems
- magnetic resonance images
- medical diagnosis
- patient data
- medical knowledge
- data points
- cardiovascular disease
- prostate biopsy
- magnetic resonance
- similarity search
- high dimensional data
- clinical trials
- parzen window
- medical images
- feature space
- neural network
- data sets