The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review.
Md. Zakir HossainElena DaskalakiAnne BrüstleJane DesboroughChristian LückHanna SuominenPublished in: BMC Medical Informatics Decis. Mak. (2022)
Keyphrases
- magnetic resonance imaging
- multiple sclerosis
- lesion segmentation
- magnetic resonance images
- systematic review
- machine learning
- clinical trials
- mri data
- medical images
- white matter
- disease progression
- brain mri
- medical imaging
- partial volume effects
- empirical studies
- mr images
- brain tissue
- magnetic resonance
- pattern recognition
- medical image analysis
- imaging modalities
- diffusion tensor
- decision support system
- feature selection
- corpus callosum
- partial volume
- computer aided