Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis.
Zeinab AbboudHervé LombaertSamuel KadouryPublished in: CoRR (2024)
Keyphrases
- medical image analysis
- bayesian networks
- medical images
- deformable models
- image analysis
- conditional probabilities
- image registration
- visual programming environment
- imaging modalities
- medical imaging
- brain mr images
- probability distribution
- high dimensional
- medical image data
- computer vision and pattern recognition
- registration framework
- anatomical structures
- image sequences
- decision theory
- medical image segmentation
- uncertain data
- shape modeling
- clinical applications
- probabilistic inference
- machine learning
- feature extraction
- image segmentation