A Graph Convolutional Multiple Instance Learning on a Hypersphere Manifold Approach for Diagnosing Chronic Obstructive Pulmonary Disease in CT Images.
Ling ChenQixing FengXi YinXiangde MinLei ShiDefu YangYen-Wei ChenDaoqiang ZhangWentao ZhuPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- chronic obstructive pulmonary disease
- multiple instance learning
- ct images
- multiple instance
- computed tomography
- multi class
- image annotation
- supervised learning
- medical images
- ct scans
- semi supervised
- medical imaging
- graph embedding
- lung nodules
- region of interest
- treatment planning
- semi supervised learning
- hyperplane
- computer vision
- support vector machine
- pattern recognition
- multiscale
- image segmentation