Lightweight 3D Convolutional Neural Network for Schizophrenia diagnosis using MRI Images and Ensemble Bagging Classifier.
P. Supriya PatroTripti GoelS. A VaraPrasadM. TanveerR. MuruganPublished in: CoRR (2022)
Keyphrases
- lightweight
- mri images
- convolutional neural network
- ensemble learning
- medical images
- classifier ensemble
- ensemble methods
- ensemble classifier
- ensemble members
- individual classifiers
- base classifiers
- magnetic resonance imaging
- majority voting
- imaging modalities
- decision tree classifiers
- decision trees
- random forest
- mri brain images
- face detection
- random forests
- training set
- weak classifiers
- base learners
- magnetic resonance images
- classifier combination
- weak learners
- prediction accuracy
- imbalanced data
- deformable models
- mri data
- neural network
- feature selection
- wireless sensor networks
- medical imaging
- training data
- ensemble selection
- multi class
- feature set
- magnetic resonance
- generalization error
- anatomical structures
- medical data
- concept drift
- multiple classifier systems
- machine learning
- pattern recognition
- support vector
- medical image analysis
- intraoperative
- object detection
- brain images