Trustworthy clinical AI solutions: A unified review of uncertainty quantification in Deep Learning models for medical image analysis.
Benjamin LambertFlorence ForbesSenan DoyleHarmonie DehaeneMichel DojatPublished in: Artif. Intell. Medicine (2024)
Keyphrases
- medical image analysis
- learning models
- machine learning
- clinical applications
- medical images
- image registration
- deformable models
- loss function
- medical imaging
- learning algorithm
- anatomical structures
- learning tasks
- visual programming environment
- classification models
- conditional random fields
- machine learning algorithms
- imaging modalities
- semi supervised learning
- image analysis
- pairwise
- learning problems
- magnetic resonance images
- mr images
- knn
- neural network