Certification of Deep Learning Models for Medical Image Segmentation.
Othmane LaousyAlexandre AraujoGuillaume ChassagnonNikos ParagiosMarie-Pierre RevelMaria VakalopoulouPublished in: MICCAI (4) (2023)
Keyphrases
- learning models
- medical image segmentation
- medical images
- learning algorithm
- loss function
- machine learning
- learning tasks
- curve evolution
- medical image analysis
- classification models
- conditional random fields
- machine learning algorithms
- image segmentation
- semi supervised learning
- statistical shape model
- learning problems
- medical imaging
- level set method
- model selection
- anatomical structures
- bayesian networks
- shape model
- pattern recognition
- data sets
- active contours
- x ray
- graph cuts
- maximum likelihood