Edge-aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRI.
Xiaojiao XiaoQinmin HuGuanghui WangPublished in: CoRR (2023)
Keyphrases
- multi modality
- medical images
- multi task
- sparse learning
- brain tumors
- contrast enhanced
- mr images
- ct images
- brain tumor segmentation
- magnetic resonance
- medical imaging
- magnetic resonance imaging
- magnetic resonance images
- multi task learning
- multi modal
- imaging modalities
- medical image analysis
- learning tasks
- anatomical structures
- medical data
- deformable models
- image intensity
- information theoretic
- feature selection
- image registration
- shape prior
- elastic net
- multiscale
- segmentation algorithm
- contrast enhancement
- learning problems
- fully automatic
- deformation field
- gaussian processes
- image analysis
- region growing
- image segmentation
- machine learning