COVID-AL: The diagnosis of COVID-19 with deep active learning.
Xing WuCheng ChenMingyu ZhongJianjia WangJun ShiPublished in: Medical Image Anal. (2021)
Keyphrases
- active learning
- learning strategies
- selective sampling
- medical diagnosis
- annotation effort
- learning algorithm
- root cause
- model based diagnosis
- fault diagnosis
- machine learning
- multiple faults
- model based reasoning
- random sampling
- supervised learning
- semi supervised
- learning process
- training examples
- cost sensitive
- relevance feedback
- medical diagnostic
- unlabeled data
- medical images
- data points
- automatic diagnosis
- data mining
- batch mode active learning
- imbalanced data classification