Effect of Intensity Standardization on Deep Learning for WML Segmentation in Multi-Centre FLAIR MRI.
Abdollah GhazvanchahiPejman Jahbedar MaralaniAlan R. MoodyApril KhademiPublished in: CoRR (2023)
Keyphrases
- deep learning
- mr images
- bias field
- partial volume
- brain scans
- tissue segmentation
- intensity distribution
- magnetic resonance images
- medical images
- brain mri
- multiple sclerosis
- unsupervised learning
- magnetic resonance
- mri data
- white matter
- unsupervised feature learning
- magnetic resonance imaging
- medical imaging
- segmentation algorithm
- brain tissue
- machine learning
- brain tumors
- brain structures
- shape prior
- segmentation method
- level set
- image data
- multiscale
- image segmentation
- information extraction
- weakly supervised
- mental models
- bounding box
- high resolution