Multi-task supervised contrastive learning for chest X-ray diagnosis: A two-stage hierarchical classification framework for COVID-19 diagnosis.
Guan-Ying ChenChih-Ting LinPublished in: Appl. Soft Comput. (2024)
Keyphrases
- x ray
- multi task
- multi task learning
- hierarchical classification
- learning tasks
- x ray images
- learning problems
- learning algorithm
- supervised learning
- feature selection
- three dimensional
- intraoperative
- digital x ray images
- multi class
- learning process
- medical imaging
- sparse learning
- chest radiographs
- unsupervised learning
- image reconstruction
- machine learning
- active learning
- transfer learning
- classification algorithm
- mutual information
- semi supervised
- image features
- multiscale
- training data
- feature extraction
- low dose
- information retrieval