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: CoRR (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
- gaussian processes
- learning tasks
- computer aided
- cancer patients
- learning problems
- accurate segmentation
- radiotherapy treatment
- segmentation algorithm
- image segmentation
- treatment planning
- learning algorithm
- transfer learning
- high order
- medical imaging
- segmentation method
- level set
- theoretical analysis
- image registration
- magnetic resonance
- segmentation result
- learning models
- imaging modalities
- clinical applications
- active learning