Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer.
Mohamed S. ElmahdyLaurens BeljaardsSahar YousefiHessam SokootiFons J. VerbeekUulke A. van der HeideMarius StaringPublished in: IEEE Access (2021)
Keyphrases
- prostate cancer
- multi task learning
- image guided
- dce mri
- deformable registration
- multi task
- radiation therapy
- medical image analysis
- prostate segmentation
- mr images
- medical images
- computer aided
- accurate segmentation
- learning tasks
- gaussian processes
- segmentation method
- treatment planning
- medical imaging
- high order
- transfer learning
- segmentation algorithm
- image analysis
- learning problems
- image registration
- image segmentation
- cancer patients
- level set
- radiotherapy treatment
- segmentation result
- learning models
- inductive learning
- manual segmentation
- brain tumors
- magnetic resonance images
- magnetic resonance
- energy function
- theoretical analysis
- edge detection
- deformation field
- automatic segmentation
- decision trees