Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image Augmentation.
Alper Emin CetinkayaMurat AkinSeref SagirogluPublished in: CoRR (2021)
Keyphrases
- medical image analysis
- image analysis
- learning algorithm
- medical images
- input image
- single image
- brain mr images
- registration framework
- medical image data
- image features
- medical imaging
- image data
- image classification
- image retrieval
- medical image segmentation
- deformable models
- image representation
- groupwise registration
- image regions
- image registration
- high resolution
- image segmentation
- bayesian framework
- learning process