Comparative analysis of Alzheimer's disease classification by CDR level using CNN, feature selection, and machine-learning techniques.
Bijen KhagiGoo-Rak KwonRamesh LamaPublished in: Int. J. Imaging Syst. Technol. (2019)
Keyphrases
- comparative analysis
- feature selection
- disease diagnosis
- machine learning
- classification accuracy
- support vector
- feature set
- feature extraction
- machine learning algorithms
- text classification
- machine learning methods
- decision trees
- method for feature selection
- classification models
- feature subset
- classification performances
- training data
- feature selection and classification
- support vector machine
- classification method
- feature space
- feature ranking
- mutual information
- feature selection algorithms
- dna microarray
- multi task
- semi quantitative
- classification algorithm
- model selection
- dimensionality reduction
- high dimensionality
- classification rate
- svm classifier
- machine learning approaches
- support vector machine svm
- cellular neural networks
- irrelevant features
- fusion scheme
- image classification
- feature vectors
- face recognition
- neural network