Sub-cortical shape morphology and voxel-based features for Alzheimer's disease classification.
Shashank TripathiSeyed Hossein NozadiMahsa ShakeriSamuel KadouryPublished in: ISBI (2017)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- feature extraction
- classification method
- classification models
- feature space
- classification process
- rotational invariant
- extracted features
- class labels
- gender classification
- svm classifier
- machine learning
- benchmark datasets
- appearance features
- disease diagnosis
- morphological features
- support vector machine
- training set
- feature subset
- feature values
- shape representation
- support vector
- svm classification
- feature selection
- training data
- support vector machine svm
- feature selection algorithms
- image features
- medical image analysis
- computer aided diagnosis
- eeg signals
- shape prior
- shape descriptors
- shape model
- classification algorithm
- level set
- cortical thickness
- image classification
- supervised learning