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: Medical Image Anal. (2021)
Keyphrases
- multiple instance learning
- supervised learning
- prior knowledge
- data sets
- training data
- learning process
- data points
- reinforcement learning
- weakly supervised learning
- image categorization
- real valued data
- learning tasks
- kernel methods
- background knowledge
- high dimensional data
- unsupervised learning
- multi modal
- object detection
- semi supervised
- image data
- high dimensional
- learning algorithm