Relational learning helps in three-way classification of Alzheimer patients from structural magnetic resonance images of the brain.
Sriraam NatarajanBaidya Nath SahaSaket JoshiAdam EdwardsTushar KhotElizabeth M. DavenportKristian KerstingChristopher T. WhitlowJoseph A. MaldjianPublished in: Int. J. Mach. Learn. Cybern. (2014)
Keyphrases
- magnetic resonance images
- relational learning
- brain tissue
- multiple sclerosis
- subcortical structures
- tissue segmentation
- brain tumors
- mr images
- inductive logic programming
- medical images
- brain structures
- white matter
- relational data
- partial volume
- medical imaging
- diffusion weighted
- brain atlas
- diffusion tensor
- decision trees
- mri data
- gray matter
- pattern recognition
- high dimensional
- support vector
- information extraction
- image segmentation
- support vector machine
- feature selection
- image processing
- image analysis
- feature extraction
- phase transition
- human brain
- machine learning
- text classification
- image data