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: CoRR (2017)
Keyphrases
- multiple sclerosis
- lesion segmentation
- convolutional neural network
- face detection
- brain mri
- magnetic resonance images
- white matter
- magnetic resonance
- mr images
- clinical trials
- magnetic resonance imaging
- fully automated
- object detection
- neural network
- fully automatic
- brain tissue
- corpus callosum
- image registration
- mri data
- management system
- computer vision