Centered Kernel Alignment Enhancing Neural Network Pretraining for MRI-Based Dementia Diagnosis.
David Cárdenas-PeñaDiego Fabian Collazos-HuertasGermán Castellanos-DomínguezPublished in: Comput. Math. Methods Medicine (2016)
Keyphrases
- neural network
- fault diagnosis
- diagnostic tool
- early diagnosis
- magnetic resonance imaging
- partial least squares regression
- artificial neural networks
- profile hidden markov models
- medical images
- model based diagnosis
- kernel function
- genetic algorithm
- neural network model
- back propagation
- mr images
- fuzzy logic
- medical diagnosis
- mri images
- fault detection
- image alignment
- kernel methods
- feed forward
- neural network is trained
- fully automatic
- pattern recognition
- mri data
- magnetic resonance images
- bp neural network
- kernel matrix
- sequence alignment
- reproducing kernel hilbert space
- brain tissue
- self organizing maps
- cardiovascular disease
- dynamic time warping
- older adults
- image analysis
- recurrent neural networks