Deep learning based volume-to-slice MRI registration via intentional overfitting.
Yabo FuYang LeiTonghe WangMarian AxenteJustin RoperJeffrey D. BradleyTian LiuXiaofeng YangPublished in: Medical Imaging: Image-Guided Procedures (2022)
Keyphrases
- deep learning
- multislice
- organ motion
- mouse brain
- brain atlas
- unsupervised learning
- image registration
- machine learning
- magnetic resonance images
- ct images
- unsupervised feature learning
- high resolution
- magnetic resonance imaging
- medical images
- left ventricle
- magnetic resonance
- decision trees
- mental models
- weakly supervised
- brain structures
- mr images
- medical imaging
- positron emission tomography
- deep architectures
- image guided
- co occurrence
- pattern recognition
- mri data
- image segmentation
- white matter
- image processing