Voxelwise 3D Convolutional and Recurrent Neural Networks for Epilepsy and Depression Diagnostics from Structural and Functional MRI Data.
Marina PominovaAlexey ArtemovMaksim SharaevEkaterina KondratevaAlexander BernsteinEvgeny BurnaevPublished in: ICDM Workshops (2018)
Keyphrases
- brain activity
- recurrent neural networks
- functional mri
- mri data
- eeg signals
- brain regions
- healthy subjects
- fully automatic
- magnetic resonance imaging
- recurrent networks
- neural network
- feed forward
- echo state networks
- mr images
- cascade correlation
- nonlinear dynamic systems
- synthetic data
- magnetic resonance images
- artificial neural networks
- mri scans
- reservoir computing
- expert systems
- left ventricular
- white matter
- motion correction
- medical images
- mr imaging
- brain tissue
- dt mri
- back propagation
- data management