Accurate Determination of Imaging Modality using an Ensemble of Text- and Image-Based Classifiers.
Charles E. Kahn Jr.Jayashree Kalpathy-CramerCesar A. LamChristina E. EldredgePublished in: J. Digit. Imaging (2012)
Keyphrases
- imaging modalities
- ensemble learning
- accurate classifiers
- ensemble classifier
- medical images
- training data
- ensemble pruning
- classifier ensemble
- training set
- multiple classifiers
- majority voting
- low contrast
- multiple modalities
- individual classifiers
- combining classifiers
- medical image analysis
- high quality
- clinical applications
- medical data
- feature selection
- lexical features
- ensemble methods
- medical imaging
- decision trees
- optical coherence tomography
- neural network
- learning algorithm
- computer vision
- machine learning
- clinical trials
- data mining
- naive bayes
- training samples
- feature set
- multiscale