Lightweight 3D Convolutional Neural Network for Schizophrenia Diagnosis Using MRI Images and Ensemble Bagging Classifier.
P. Supriya PatroTripti GoelS. A VaraPrasadMuhammad TanveerR. MuruganPublished in: Cogn. Comput. (2024)
Keyphrases
- lightweight
- mri images
- convolutional neural network
- ensemble learning
- medical images
- classifier ensemble
- ensemble methods
- ensemble classifier
- ensemble members
- individual classifiers
- base classifiers
- majority voting
- magnetic resonance imaging
- decision trees
- random forest
- face detection
- decision tree classifiers
- magnetic resonance images
- imaging modalities
- training set
- random forests
- weak classifiers
- mri brain images
- ensemble selection
- mri data
- imbalanced data
- neural network
- base learners
- mr images
- medical imaging
- prediction accuracy
- concept drift
- feature selection
- training data
- weak learners
- brain tumors
- deformable models
- wireless sensor networks
- multi class
- feature set
- classifier combination
- medical image analysis
- anatomical structures
- magnetic resonance
- support vector machine
- brain images
- support vector
- multiple classifier systems
- image registration
- information processing
- medical data
- data mining
- naive bayes