Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder.
Hans E. AtlasonAskell LoveSigurdur SigurdssonVilmundur GudnasonLotta Maria EllingsenPublished in: CoRR (2018)
Keyphrases
- multiple sclerosis
- lesion segmentation
- restricted boltzmann machine
- brain tissue
- magnetic resonance images
- magnetic resonance imaging
- mr images
- white matter
- magnetic resonance
- deep learning
- medical images
- brain mri
- mri data
- brain tumors
- brain images
- clinical trials
- unsupervised learning
- automatic segmentation
- brain structures
- corpus callosum
- semi supervised
- manual segmentation
- conditional random fields
- medical imaging
- human brain
- disease progression
- feature extraction