Active Balancing Mechanism for Imbalanced Medical Data in Deep Learning-Based Classification Models.
Hongyi ZhangHaoke ZhangSandeep PirbhulalWanqing WuVictor Hugo C. de AlbuquerquePublished in: ACM Trans. Multim. Comput. Commun. Appl. (2020)
Keyphrases
- medical data
- classification models
- deep learning
- imbalanced data
- medical images
- training data
- medical data mining
- feature selection
- unsupervised learning
- unsupervised feature learning
- machine learning
- decision trees
- data mining
- weakly supervised
- feature set
- natural language processing
- semi supervised
- classification accuracy
- active learning
- pattern recognition
- reinforcement learning
- multiscale
- data sets