CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms.
Jiguang ShiWenhan LiuHuaicheng ZhangSheng ChangHao WangJin HeQijun HuangPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- semi supervised
- active learning
- labeled data
- unlabeled data
- semi supervised learning
- unsupervised learning
- cardiovascular disease
- partially labeled
- supervised learning
- labeled examples
- labeled and unlabeled data
- medical diagnosis
- anomaly detection
- training examples
- class labels
- training set
- risk factors
- clinical diagnosis
- learning algorithm
- data points
- classification accuracy
- training data
- machine learning methods
- feature extraction