Removing Confounding Factors via Constraint Based Clustering: An Application to Finding Homogeneous Groups of Multiple Sclerosis Patients.
Jingjing LiuCarla E. BrodleyBrian C. HealyTanuja ChitnisPublished in: ICHI (2013)
Keyphrases
- multiple sclerosis
- homogeneous groups
- magnetic resonance images
- brain mri
- clinical trials
- white matter
- magnetic resonance
- lesion segmentation
- mr images
- clustering algorithm
- corpus callosum
- cluster centers
- clustering method
- cluster analysis
- disease progression
- brain tissue
- brain images
- pattern recognition
- data points
- image processing
- automatic segmentation
- medical imaging
- medical images