CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI.
Dennis BontempiSergio BeniniAlberto SignoroniMichele SvaneraLars MuckliPublished in: CoRR (2019)
Keyphrases
- image data
- brain structures
- mr images
- weakly supervised
- magnetic resonance images
- human brain
- atlas based segmentation
- medical imaging
- medical image analysis
- quantitative analysis
- brain atlas
- manual segmentation
- superpixels
- shape analysis
- topic models
- shape variations
- relation extraction
- object class
- three dimensional
- semi supervised
- bit rate
- anatomical structures
- computer vision
- object detectors
- image registration
- graph cuts
- image analysis
- medical images
- high quality
- magnetic resonance imaging