Deep learning and classic machine learning models in the automatic diagnosis of multiple sclerosis using retinal vessels.
Neda YaghoubiHassan MasumiMohammad Hossein FatehiFereshteh AshtariRahele KafiehPublished in: Multim. Tools Appl. (2024)
Keyphrases
- deep learning
- machine learning models
- automatic diagnosis
- multiple sclerosis
- blood vessels
- machine learning
- early detection
- white matter
- clinical trials
- magnetic resonance images
- magnetic resonance
- unsupervised learning
- low contrast
- mr images
- brain tissue
- region of interest
- image analysis
- pattern recognition
- human brain
- image registration
- loss function
- pairwise
- training data
- decision trees
- image processing