Effect of Intensity Standardization on Deep Learning for WML Segmentation in Multi-Centre FLAIR MRI.
Abdollah GhazvanchahiPejman Jahbedar MaralaniAlan R. MoodyApril KhademiPublished in: MIDL (2023)
Keyphrases
- deep learning
- mr images
- bias field
- partial volume
- brain scans
- magnetic resonance images
- tissue segmentation
- intensity distribution
- medical images
- brain mri
- multiple sclerosis
- white matter
- magnetic resonance imaging
- magnetic resonance
- unsupervised learning
- brain tissue
- mri data
- unsupervised feature learning
- image segmentation
- brain structures
- machine learning
- medical imaging
- brain tumors
- level set
- mental models
- segmentation method
- segmentation algorithm
- multiscale
- weakly supervised
- image data
- training data
- long range
- energy function
- markov random field
- pairwise
- computer vision
- data mining