Automatic segmentation of different-sized white matter lesions by voxel probability estimation.
Petronella AnbeekKoen L. VinckenMatthias J. P. van OschRobertus H. C. BisschopsJeroen van der GrondPublished in: Medical Image Anal. (2004)
Keyphrases
- automatic segmentation
- probability estimation
- fiber bundles
- white matter
- multiple sclerosis
- partial volume effects
- segmentation algorithm
- brain tissue
- decision trees
- naive bayes
- multi class classification
- accurate segmentation
- human brain
- magnetic resonance images
- diffusion tensor
- diffusion tensor imaging
- mri data
- computer aided diagnosis
- roc curve
- corpus callosum
- brain images
- gray matter
- receiver operating characteristic
- multi class
- image analysis
- partial volume
- ground truth
- medical images
- training set
- machine learning