Multiple Sclerosis Segmentation using Deep Learning Models : Comparative Study.
Abdelkader AlrabaiAmira EchtiouiAhmed Ben HamidaPublished in: ATSIP (2022)
Keyphrases
- comparative study
- learning models
- brain mri
- multiple sclerosis
- lesion segmentation
- magnetic resonance images
- learning algorithm
- machine learning
- loss function
- region growing
- learning tasks
- level set
- segmentation algorithm
- machine learning algorithms
- semi supervised learning
- corpus callosum
- anatomical structures
- medical images
- image segmentation
- medical imaging
- conditional random fields
- classification models
- brain tissue
- segmentation method
- learning problems
- mr images
- pairwise
- training data
- computer vision
- data mining