An Experimental Study of Data Heterogeneity in Federated Learning Methods for Medical Imaging.
Liangqiong QuNiranjan BalachandarDaniel L. RubinPublished in: CoRR (2021)
Keyphrases
- magnetic resonance imaging
- medical imaging
- medical images
- magnetic resonance images
- x ray
- volumetric data
- biomedical imaging
- data sources
- computed tomography
- image processing and analysis
- image data
- learning algorithm
- ct images
- medical image analysis
- remote sensing
- medical image processing
- image analysis
- image guided surgery
- imaging modalities
- high quality
- three dimensional