Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder.
Hans E. AtlasonAskell LoveSigurdur SigurdssonVilmundur GudnasonLotta Maria EllingsenPublished in: Medical Imaging: Image Processing (2019)
Keyphrases
- multiple sclerosis
- lesion segmentation
- restricted boltzmann machine
- magnetic resonance images
- magnetic resonance imaging
- brain tissue
- white matter
- mr images
- brain mri
- deep learning
- magnetic resonance
- clinical trials
- mri data
- brain images
- brain structures
- brain tumors
- human brain
- semi supervised
- unsupervised learning
- medical images
- conditional random fields
- corpus callosum
- manual segmentation
- automatic segmentation
- disease progression
- medical image analysis
- multi channel
- medical imaging
- diffusion tensor imaging
- brain activity
- high resolution
- decision support system
- image data