Data Imputation of Brain MRI Features with Enhanced Multinomial Logistic Regression for Alzheimer's Disease Classification.
NaganandhiniPichai Shanmugavadivu KanimozhiMuthu Subash KavithaPublished in: SIET (2021)
Keyphrases
- brain mri
- feature vectors
- classification accuracy
- feature set
- feature extraction
- data imputation
- feature space
- benchmark datasets
- support vector machine
- svm classifier
- decision trees
- multiple sclerosis
- multinomial logistic regression
- pattern recognition
- region growing
- text classification
- machine learning algorithms
- support vector machine svm
- machine learning
- support vector
- feature selection
- segmentation method
- artificial neural networks
- information gain
- magnetic resonance images
- multi layer perceptron
- k nearest neighbour
- training data
- similarity measure