Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging.
Emilie GerardinGaël ChételatMarie ChupinRémi CuingnetBéatrice DesgrangesHosung KimMarc NiethammerBruno DuboisStéphane LehéricyLine GarneroFrancis EustacheOlivier ColliotPublished in: NeuroImage (2009)
Keyphrases
- shape features
- feature vectors
- mild cognitive impairment
- classification accuracy
- high degree of accuracy
- shape matching
- normal controls
- decision trees
- pattern recognition
- early diagnosis
- feature space
- feature selection
- texture features
- wide range
- machine learning
- shape descriptors
- viewpoint
- support vector
- ad patients