3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware.
Keno K. BressemStefan Markus NiehuesBernd HammMarcus R. MakowskiJanis Lucas VahldiekLisa C. AdamsPublished in: CoRR (2021)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- segmentation algorithm
- active learning
- image segmentation
- reinforcement learning
- transfer knowledge
- semi supervised learning
- labeled data
- cross domain
- automatic segmentation
- text classification
- machine learning
- multi task learning
- manifold alignment
- machine learning algorithms
- learning algorithm
- collaborative filtering
- multi task
- text categorization
- text mining
- databases
- graph cuts
- target domain
- domain adaptation
- supervised learning
- feature extraction
- decision trees
- cross domain learning