Supervised and weakly supervised deep learning models for COVID-19 CT diagnosis: A systematic review.
Haseeb HassanZhaoyu RenChengmin ZhouMuazzam Ali Khan KhattakYi PanJian ZhaoBingding HuangPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- weakly supervised
- learning models
- systematic review
- semi supervised
- semi supervised learning
- empirical studies
- superpixels
- conditional random fields
- learning algorithm
- loss function
- object class
- learning tasks
- topic models
- supervised methods
- machine learning
- relation extraction
- classification models
- machine learning algorithms
- medical images
- named entities
- learning problems
- pairwise
- object detectors
- active learning
- object detection
- feature vectors
- supervised learning
- image segmentation
- text classification
- segmentation algorithm
- decision trees
- markov random field