Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach.
Sergi ValverdeMariano CabezasEloy RouraSandra González-VillàDeborah ParetoJoan Carles VilanovaLluís Ramió-TorrentàAlex RoviraArnau OliverXavier LladóPublished in: NeuroImage (2017)
Keyphrases
- lesion segmentation
- multiple sclerosis
- convolutional neural network
- face detection
- magnetic resonance images
- brain mri
- mr images
- clinical trials
- magnetic resonance
- white matter
- fully automated
- magnetic resonance imaging
- neural network
- multi channel
- computer aided
- medical images
- brain tissue
- face recognition
- skin lesion
- human brain
- empirical studies
- mri data
- decision support system
- feature extraction
- feature selection