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: CoRR (2021)
Keyphrases
- automatic classification
- transfer learning
- x ray
- chest radiographs
- learning tasks
- knowledge transfer
- labeled data
- collaborative filtering
- automatically classify
- x ray images
- machine learning
- medical imaging
- automatic detection
- multi task
- active learning
- transfer knowledge
- discrete tomography
- structure learning
- reinforcement learning
- learning algorithm
- neural network
- domain adaptation
- target domain
- cross domain
- machine learning algorithms
- text categorization
- semi supervised learning
- prior knowledge
- text classification
- three dimensional
- object recognition
- high dimensional
- cone beam
- knowledge discovery