Multiple Sclerosis Lesions Segmentation using Attention-Based CNNs in FLAIR Images.
Mehdi SadeghiBakhiHamidreza PourrezaHamidreza MahyarPublished in: CoRR (2022)
Keyphrases
- segmentation algorithm
- segmentation method
- multiple sclerosis lesions
- image data
- accurate segmentation
- image analysis
- mr images
- segmented images
- three dimensional
- fully automatic
- grey level
- ground truth
- input image
- edge detection
- brain mr images
- mr brain images
- image segmentation
- magnetic resonance images
- computer vision
- image registration
- intensity distribution
- multiscale
- positron emission tomography
- brain tumors
- region growing
- automatic segmentation
- level set
- shape prior
- partial volume
- magnetic resonance
- lighting conditions
- gray value
- white matter
- medical images
- object segmentation
- grey matter