Combination of Loss-based Active Learning and Semi-supervised Learning for Recognizing Entities in Chinese Electronic Medical Records.
Jinghui YanChengqing ZongJinan XuPublished in: ACM Trans. Asian Low Resour. Lang. Inf. Process. (2023)
Keyphrases
- semi supervised learning
- active learning
- semi supervised
- labeled data
- unlabeled data
- electronic medical record
- supervised learning
- co training
- labeled examples
- learning algorithm
- machine learning
- labeled and unlabeled data
- unsupervised learning
- training examples
- transfer learning
- medical data
- learning process
- patient data
- training data
- clinical data
- data sets
- learning tasks
- health care
- surveillance system
- medical images
- object detection
- information extraction
- medical records
- learning environment
- database
- labeled instances