PAC Bayesian Performance Guarantees for Deep (Stochastic) Networks in Medical Imaging.
Anthony SiciliaXingchen ZhaoAnastasia SosnovskikhSeong Jae HwangPublished in: MICCAI (3) (2021)
Keyphrases
- medical imaging
- pac bayesian
- medical images
- x ray
- medical image processing
- image segmentation
- image registration
- image analysis
- image processing and analysis
- anatomical structures
- imaging modalities
- medical image analysis
- ct images
- image guided surgery
- image processing
- magnetic resonance imaging
- shape analysis
- distribution free
- volumetric data
- remote sensing
- computer vision
- biomedical engineering
- neural network
- biomedical imaging
- error bounds
- rademacher complexity
- monte carlo
- semi supervised
- three dimensional