Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference.
Raghav MehtaThomas ChristinckTanya NairAurélie BussySwapna PremasiriManuela CostantinoM. Mallar ChakravarthyDouglas L. ArnoldYarin GalTal ArbelPublished in: IEEE Trans. Medical Imaging (2022)
Keyphrases
- medical imaging
- deep learning
- medical images
- x ray
- medical image processing
- image registration
- unsupervised learning
- unsupervised feature learning
- image analysis
- image processing
- image processing and analysis
- anatomical structures
- machine learning
- image segmentation
- imaging modalities
- biomedical engineering
- magnetic resonance imaging
- computer vision
- volumetric data
- remote sensing
- image guided surgery
- bayesian networks
- mental models
- three dimensional
- neural network
- higher order
- multiscale
- reinforcement learning