Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification.
Amirreza MahbodGerald SchaeferChunliang WangGeorg DorffnerRupert EckerIsabella EllingerPublished in: Comput. Methods Programs Biomed. (2020)
Keyphrases
- transfer learning
- skin lesion
- multiscale
- text classification
- machine learning
- learning tasks
- knowledge transfer
- cross domain learning
- classification accuracy
- machine learning algorithms
- labeled data
- decision trees
- pattern recognition
- training set
- active learning
- cross domain
- malignant melanoma
- transfer knowledge
- supervised learning
- semi supervised learning
- feature vectors
- feature space
- text mining
- feature extraction
- transferring knowledge
- support vector machine
- text categorization
- class labels
- reinforcement learning
- learning algorithm
- extracted features
- feature selection
- computer aided
- neural network
- data mining
- image segmentation
- support vector
- unsupervised learning
- data sets