Transfer Learning for Automated COVID-19 B-Line Classification in Lung Ultrasound.
Joseph R. PareLars A. GjestebyBrian A. TelferMelinda M. TonelliMegan M. LeoEhab BillatosJonathan ScaleraLaura J. BrattainPublished in: EMBC (2022)
Keyphrases
- transfer learning
- text classification
- machine learning
- lung disease
- learning tasks
- knowledge transfer
- cross domain learning
- cross domain text classification
- machine learning algorithms
- labeled data
- cross domain
- label information
- structure learning
- active learning
- feature extraction
- data analysis
- support vector
- domain adaptation
- collaborative filtering
- class labels
- reinforcement learning
- manifold alignment
- transfer knowledge
- data mining
- feature selection
- high resolution computed tomography
- learning algorithm
- feature space
- target domain
- e learning
- multi task
- text categorization
- unlabeled data
- semi supervised learning
- feature vectors
- training set