Infant brain age classification: 2D CNN outperforms 3D CNN in small dataset.
Mahdieh ShabanianMarkus T. WenzelJohn P. DeVincenzoPublished in: Medical Imaging: Image Processing (2022)
Keyphrases
- convolutional neural network
- cellular neural networks
- benchmark datasets
- pattern recognition
- support vector
- classification accuracy
- image classification
- feature set
- terms of classification accuracy
- classification method
- machine learning
- classification systems
- automatic classification
- machine learning algorithms
- decision trees
- eeg signals
- feature extraction
- human brain
- machine learning methods
- feature space
- svm classifier
- preprocessing
- small number
- training dataset
- pattern classification
- feature vectors
- face detection
- text classification
- classification algorithm
- decision rules
- support vector machine svm
- classification models
- data analysis
- information processing
- support vector machine
- fold cross validation
- supervised learning
- feature selection
- uci datasets
- database