Variational deep embedding-based active learning for the diagnosis of pneumonia.
Jian HuangWen DingJiarun ZhangZhao LiTing ShuPekka KuosmanenGuanqun ZhouChuan ZhouGang YuPublished in: Frontiers Neurorobotics (2022)
Keyphrases
- active learning
- fault diagnosis
- selective sampling
- random sampling
- training examples
- semi supervised
- model based diagnosis
- relevance feedback
- learning strategies
- medical diagnosis
- machine learning
- data embedding
- data hiding
- variational methods
- data mining
- batch mode
- sample selection
- vector space
- semi supervised learning
- supervised learning
- image segmentation
- ensemble methods
- labeled data
- fault detection
- experimental design
- digital images
- optical flow
- optical flow computation
- bayesian networks
- data sets
- crowd sourced
- music emotion classification