A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning.
Zekun LiWei ZhaoFeng ShiLei QiXingzhi XieYing WeiZhongxiang DingYang GaoShangjie WuJun LiuYinghuan ShiDinggang ShenPublished in: CoRR (2021)
Keyphrases
- multiple instance learning
- data sets
- training data
- supervised learning
- learning algorithm
- weakly supervised learning
- multi class
- machine learning
- prior knowledge
- image data
- real valued data
- multiple instance
- image annotation
- background knowledge
- active learning
- learning process
- object recognition
- keywords
- high level
- feature selection