An Ensemble-of-Classifiers Based Approach for Early Diagnosis of Alzheimer's Disease: Classification Using Structural Features of Brain Images.
Saima FarhanMuhammad Abuzar FahiemHuma TauseefPublished in: Comput. Math. Methods Medicine (2014)
Keyphrases
- early diagnosis
- structural features
- brain images
- computer aided diagnosis
- feature set
- medical images
- mild cognitive impairment
- computer aided
- training set
- support vector
- early stage
- decision trees
- training data
- feature selection
- early detection
- skin lesion
- machine learning methods
- svm classifier
- classification accuracy
- magnetic resonance
- feature vectors
- machine learning
- text classification
- mr images
- white matter
- data preparation
- image analysis
- structural information
- human subjects
- semantic features
- feature space
- pattern recognition
- feature extraction
- functional magnetic resonance imaging
- brain regions
- medical imaging
- extracted features
- magnetic resonance imaging
- semantic information
- decision making
- computer vision