DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays.
Michail MamalakisAndrew J. SwiftBart VorselaarsSurajit RaySimonne WeeksWeiping DingRichard H. ClaytonLouise S. MackenzieAbhirup BanerjeePublished in: Comput. Medical Imaging Graph. (2021)
Keyphrases
- automatic classification
- transfer learning
- x ray
- chest radiographs
- learning tasks
- knowledge transfer
- labeled data
- active learning
- reinforcement learning
- x ray images
- machine learning
- structure learning
- cross domain
- text categorization
- semi supervised learning
- transfer knowledge
- automatic detection
- collaborative filtering
- digital x ray images
- discrete tomography
- target domain
- image processing
- domain adaptation
- medical imaging
- data mining
- automatically classify
- transferring knowledge
- machine learning algorithms
- knowledge discovery
- multi task
- text mining