Infant Brain Age Classification: 2D CNN Outperforms 3D CNN in Small Dataset.
Mahdieh ShabanianMarkus T. WenzelJohn P. DeVincenzoPublished in: CoRR (2021)
Keyphrases
- convolutional neural network
- cellular neural networks
- pattern recognition
- benchmark datasets
- classification accuracy
- eeg signals
- classification systems
- machine learning
- automatic classification
- small number
- feature selection
- support vector machine svm
- decision trees
- feature space
- uci datasets
- terms of classification accuracy
- feature vectors
- preprocessing
- classification method
- training set
- classification models
- functional magnetic resonance imaging
- feature extraction
- study proposes
- synthetic datasets
- feature set
- human brain
- decision rules
- svm classifier
- machine learning algorithms
- multi class
- training samples
- model selection
- image classification