A new classifier fusion method based on confusion matrix and classification confidence for recognizing common CT imaging signs of lung diseases.
Ling MaXiabi LiuLi SongYu LiuChunwu ZhouXinming ZhaoYanfeng ZhaoPublished in: Medical Imaging: Computer-Aided Diagnosis (2014)
Keyphrases
- confusion matrix
- fusion method
- multiple classifiers
- decision fusion
- confusion matrices
- ensemble classifier
- fusion methods
- data fusion
- information fusion
- support vector
- support vector machine
- feature space
- image fusion
- decision trees
- fusion strategies
- multi sensor
- feature selection
- decision level
- training set
- ct scans
- ct images
- feature set
- machine learning
- classifier combination
- image classification
- wavelet transform
- classification accuracy
- discrete wavelet transform
- computed tomography
- combining multiple
- computational complexity
- pattern recognition
- multiscale