Semi-Supervised Learning for Low-Cost Personalized Obstructive Sleep Apnea Detection Using Unsupervised Deep Learning and Single-Lead Electrocardiogram.
Shuaicong HuYa'nan WangJian LiuCuiwei YangAiguo WangKuanzheng LiWenxin LiuPublished in: IEEE J. Biomed. Health Informatics (2023)
Keyphrases
- semi supervised learning
- deep learning
- unsupervised learning
- semi supervised
- supervised learning
- unlabeled data
- machine learning
- weakly supervised
- obstructive sleep apnea
- labeled data
- object detection
- active learning
- object recognition
- sleep apnea
- named entities
- dimensionality reduction
- text classification
- image processing
- expectation maximization
- transfer learning
- linear combination
- co occurrence
- pattern recognition
- learning algorithm