MultiTask Learning for accelerated-MRI Reconstruction and Segmentation of Brain Lesions in Multiple Sclerosis.
Dimitrios KarkalousosIvana IsgumHenk A. MarqueringMatthan W. A. CaanPublished in: MIDL (2023)
Keyphrases
- multiple sclerosis
- brain mri
- multitask learning
- gad enhancing
- lesion segmentation
- magnetic resonance images
- white matter
- grey matter
- corpus callosum
- brain tissue
- region growing
- brain tumors
- multi task
- medical images
- mr images
- magnetic resonance
- gaussian processes
- learning tasks
- anatomical structures
- brain structures
- multi task learning
- cerebrospinal fluid
- high resolution
- three dimensional
- magnetic resonance imaging
- image reconstruction
- semi supervised
- level set
- human brain
- fiber bundles
- segmentation algorithm
- disease progression
- positron emission tomography
- clinical trials
- mri data
- image segmentation
- edge detection