DR-MIL: deep represented multiple instance learning distinguishes COVID-19 from community-acquired pneumonia in CT images.
Shouliang QiCaiwen XuChen LiBin TianShuyue XiaJigang RenLiming YangHanlin WangHui YuPublished in: Comput. Methods Programs Biomed. (2021)
Keyphrases
- multiple instance learning
- ct images
- multiple instance
- computed tomography
- multi class
- medical images
- medical imaging
- ct scans
- supervised learning
- treatment planning
- lung nodules
- semi supervised
- diverse density
- image annotation
- semi supervised learning
- class labels
- pulmonary nodules
- training data
- region of interest
- high resolution
- pairwise
- pattern recognition
- data sets
- lung parenchyma