Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary.
Jean-François RajotteSumit MukherjeeCaleb RobinsonAnthony OrtizChristopher WestJuan Lavista FerresRaymond T. NgPublished in: CoRR (2021)
Keyphrases
- medical images
- medical image analysis
- medical imaging
- anatomical structures
- magnetic resonance imaging
- magnetic resonance images
- mr images
- soft tissue
- image intensity
- deformable models
- medical image segmentation
- computer aided diagnosis
- region of interest
- magnetic resonance
- medical diagnosis
- medical data
- ct images
- multi modality
- brain images
- imaging modalities
- computed tomography
- clinical practice
- biomedical images
- computer tomography
- x ray images
- medical databases
- ct scans