Detection of white matter lesion regions in MRI using SLIC0 and convolutional neural network.
Pedro Henrique Bandeira DinizThales Levi Azevedo ValenteJoão Otávio Bandeira DinizAristófanes Corrêa SilvaMarcelo GattassNina VenturaBernardo Carvalho MunizEmerson Leandro GasparettoPublished in: Comput. Methods Programs Biomed. (2018)
Keyphrases
- white matter
- gray matter
- multiple sclerosis
- magnetic resonance images
- convolutional neural network
- mri data
- human brain
- diffusion tensor
- brain images
- corpus callosum
- brain tissue
- diffusion tensor imaging
- diffusion imaging
- grey matter
- region of interest
- mr brain images
- functional mri
- mr images
- object detection
- magnetic resonance imaging
- cerebrospinal fluid
- detection algorithm
- intensity distribution
- white matter tracts
- fiber bundles
- diffusion weighted imaging
- detection method
- mri scans
- face detection
- partial volume effects
- input image
- diffusion mri
- cerebral cortex
- clinical trials
- medical images
- neural network
- cortical thickness
- brain regions
- mri images
- magnetic resonance