Cluster Analysis and Decision Trees of MR Imaging in Patients Suffering Alzheimer's.
Ali HamouMichael BauerBenoit LewdenAndrew SimmonsYi ZhangLars-Olof WahlundCatherine TunnardIwona KloszewskaPatrizia MecozziHilkka SoininenMagda TsolakiBruno VellasSebastian MuehlboeckAlan C. EvansPer JulinNiclas SjögrenChristian SpengerSimon LovestoneFemida Gwadry-Sridharet al.Published in: PAAMS (Special Sessions and Workshops) (2010)
Keyphrases
- cluster analysis
- mr imaging
- decision trees
- mr images
- magnetic resonance
- categorical data
- mri data
- motion tracking
- clustering method
- data mining
- hierarchical latent class models
- magnetic resonance images
- clinical data
- clustering algorithm
- k means
- data analysis
- unsupervised learning
- training data
- automated segmentation
- medical data
- patient data
- computer aided diagnosis
- machine learning
- contrast enhanced
- data mining techniques
- brain images
- training set
- brain tumors
- pairwise
- fully automatic
- active learning