Interstitial lung disease detection in CT using an ensemble method of patch CNN and radiomic classifier.
Adriel Silva de AraújoLeonardo Rosa AmadoDimitri B. A. MantovaniAna Maria Marques da SilvaMárcio Sarroglia PinhoPublished in: Medical Imaging: Image Processing (2023)
Keyphrases
- ensemble methods
- ensemble learning
- classifier ensemble
- decision trees
- uci data sets
- multilabel classification
- ensemble classifier
- individual classifiers
- prediction accuracy
- machine learning methods
- benchmark datasets
- random forests
- base learners
- random forest
- base classifiers
- rotation forest
- data sets
- instance based learning
- object detection
- training set
- image patches
- feature subset
- training data
- generalization ability
- interstitial lung
- medical images
- support vector machine
- support vector
- class labels
- detection method
- ensemble members
- feature selection
- classification algorithm
- naive bayes
- feature set
- neural network