Edge-Aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRI.
Xiaojiao XiaoQinmin Vivian HuGuanghui WangPublished in: MICCAI (4) (2023)
Keyphrases
- multi modality
- medical images
- multi task
- sparse learning
- brain tumors
- contrast enhanced
- ct images
- mr images
- brain tumor segmentation
- magnetic resonance imaging
- medical imaging
- magnetic resonance images
- magnetic resonance
- multi task learning
- multi modal
- imaging modalities
- learning tasks
- medical image analysis
- anatomical structures
- information theoretic
- gaussian processes
- image segmentation
- deformable models
- segmentation algorithm
- image registration
- learning problems
- segmentation method
- level set
- multi class
- feature selection
- image intensity
- white matter
- deformation field
- active learning
- training set
- multiscale