Federated Learning for COVID-19 on Heterogeneous CXR Images with Noise.
Mengqing DingJuan LiChangyan YiJun CaiPublished in: ICC (2023)
Keyphrases
- three dimensional
- learning process
- input image
- image database
- image data
- supervised learning
- learning algorithm
- image noise
- image collections
- reinforcement learning
- object recognition
- active learning
- image features
- gaussian noise
- edge detection
- high contrast
- image matching
- noise level
- image classification
- geometric distortions
- low signal to noise ratio
- ground truth
- imaging process
- image degradation
- noise sensitivity