Automated segmentation of white matter lesions in 3D brain MR images, using multivariate pattern classification.
Zhiqiang LaoDinggang ShenAbbas JawadBilge KaraçaliDengfeng LiuElias R. MelhemR. Nick BryanChristos DavatzikosPublished in: ISBI (2006)
Keyphrases
- pattern classification
- brain mr images
- gray matter
- white matter
- cerebrospinal fluid
- brain tissue
- mr images
- magnetic resonance images
- quantitative evaluation
- medical imaging
- medical image analysis
- ct scans
- computer aided diagnosis
- pattern recognition
- mri data
- cortical thickness
- imaging modalities
- medical images
- registration accuracy
- image analysis
- feature extraction
- human brain
- image registration
- magnetic resonance
- cortical surface
- computer aided
- x ray
- brain tumors
- brain images
- statistical shape model
- computed tomography
- mutual information
- automatic segmentation
- magnetic resonance imaging
- anatomical structures
- image data
- partial volume effects
- machine learning