Deep learning-based contrast-enhanced MRI using cascade networks with local supervision.
Huiqiao XieYang LeiTonghe WangMarian AxenteJustin RoperJeffrey D. BradleyTian LiuXiaofeng YangPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Keyphrases
- deep learning
- contrast enhanced
- mr images
- mri data
- carotid artery
- magnetic resonance imaging
- unsupervised learning
- magnetic resonance
- magnetic resonance images
- medical images
- machine learning
- mental models
- computed tomography
- magnetic resonance angiography
- manual segmentation
- intraoperative
- weakly supervised
- ultrasound images
- white matter
- medical imaging
- deformable models
- image data
- active learning
- nonrigid registration
- feature extraction
- phase contrast
- pattern recognition
- pre operative
- ct data
- brain tumors
- ct images