Multiple Sclerosis Disease Evolution Assessment in Brain MRI Lesions Based on Texture and Multi-Scale Amplitude Modulation-Frequency Modulation (AM-FM) Features.
Christos P. LoizouKevin FotsoAntria NicolaouMarios PantzarisMarios S. PattichisConstantinos S. PattichisPublished in: IEEE Access (2023)
Keyphrases
- multiple sclerosis
- frequency modulation
- brain mri
- amplitude modulation
- gad enhancing
- magnetic resonance images
- multiscale
- anatomical structures
- lesion segmentation
- region growing
- white matter
- feature extraction
- magnetic resonance
- clinical trials
- instantaneous frequency
- mr images
- medical images
- image segmentation
- three dimensional
- high quality
- disease progression
- corpus callosum
- fading channels
- computer vision
- non stationary
- end to end