Federated Learning for COVID-19 on Heterogeneous CXR Images with Noise.

Mengqing Ding Juan Li Changyan Yi Jun Cai

Published 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