Lesion classification using clinical and visual data fusion by multiple kernel learning.
Pavel KisilevSharbell Y. HashoulEugene WalachAsaf TzadokPublished in: Medical Imaging: Computer-Aided Diagnosis (2014)
Keyphrases
- data fusion
- multiple kernel learning
- multiple features
- kernel learning
- multi sensor
- linear combination
- multi sensor data fusion
- feature selection
- multiple kernel
- support vector machine svm
- classification accuracy
- supervised learning
- support vector
- kernel methods
- image classification
- fusion method
- visual information
- learning problems
- machine learning
- low level
- cross validation
- class labels
- semi supervised learning
- unsupervised learning
- incremental learning
- small number
- learning models
- binary classification
- feature space
- kernel function
- feature extraction