Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical data.
Christiaan G. A. ViviersM. M. Amaan ValiuddinPeter H. N. de WithFons van der SommenPublished in: Medical Imaging: Computer-Aided Diagnosis (2023)
Keyphrases
- medical data
- medical images
- uncertain data
- clinical data
- medical data mining
- level set
- medical information
- segmentation algorithm
- medical imaging
- image segmentation
- probability theory
- decision theory
- imaging modalities
- conditional probabilities
- patient data
- image analysis
- shape prior
- segmentation method
- probabilistic model
- medical data sets
- medical records
- quantitative evaluation
- patient outcomes
- bayesian networks
- data miners
- data mining
- medical practitioners
- mr images
- privacy sensitive
- information extraction
- region of interest
- computer aided