A Study on Loss Functions and Decision Thresholds for the Segmentation of Multiple Sclerosis Lesions on Spinal Cord MRI.
Burhan Rashid HusseinCédric MeuréeMalo GaubertArthur MassonAnne KerbratBenoît CombèsFrancesca GalassiPublished in: ISBI (2023)
Keyphrases
- loss function
- spinal cord
- magnetic resonance images
- multiple sclerosis lesions
- brain mri
- medical images
- loss minimization
- medical imaging
- reproducing kernel hilbert space
- learning to rank
- mr images
- x ray
- multi class
- high resolution
- computer vision
- fully automatic
- segmentation method
- segmentation algorithm
- white matter
- intensity distribution
- image registration
- risk minimization
- feature selection