Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification.
Amirreza MahbodGerald SchaeferChunliang WangRupert EckerGeorg DorffnerIsabella EllingerPublished in: CoRR (2020)
Keyphrases
- transfer learning
- image resolution
- skin lesion
- text classification
- machine learning
- cross domain learning
- classification accuracy
- knowledge transfer
- machine learning algorithms
- active learning
- labeled data
- cross domain
- malignant melanoma
- supervised learning
- image quality
- feature selection
- feature extraction
- field of view
- transfer knowledge
- semi supervised learning
- text categorization
- high resolution
- decision trees
- pattern recognition
- digital image processing
- multi task
- reinforcement learning
- skin cancer
- data sets
- spatial resolution
- training samples
- text mining
- collaborative filtering
- feature vectors
- pairwise