Hybrid System for Prostate MR Image Segmentation Using Expert Knowledge and Machine Learning.
Lars E. O. JacobsonAdrian A. HopgoodMohamed Bader-El-DenVincenzo TammaDavid PrendergastPeter OsbornPublished in: SGAI Conf. (2023)
Keyphrases
- expert knowledge
- machine learning
- image segmentation
- expert systems
- knowledge engineering
- knowledge elicitation
- brain image segmentation
- mr imaging
- prostate segmentation
- domain knowledge
- magnetic resonance
- prior knowledge
- fuzzy logic
- knowledge acquisition
- prostate biopsy
- medical images
- mr images
- domain experts
- knowledge representation
- computer vision
- graph cuts
- machine learning methods
- artificial intelligence
- markov random field
- knowledge base
- segmentation method
- image data
- prostate cancer
- bayesian networks
- data mining
- segmentation result
- shape prior
- machine learning algorithms
- learning algorithm
- decision trees
- image registration
- deformable models
- gray level
- learned knowledge
- explanation based learning
- image analysis
- neural network
- genetic algorithm
- multiscale
- automated segmentation
- reinforcement learning
- image guided
- soft tissue
- automatic segmentation
- general purpose
- segmentation algorithm
- ultrasound images
- medical imaging