Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging.
Yexing HuBerkan LafciArtur LuzginHao WangJan KlohsXose-Luís Dean-BenRuiqing NiDaniel RazanskyWuwei RenPublished in: CoRR (2021)
Keyphrases
- fully automated
- deep learning
- magnetic resonance imaging
- brain image registration
- medical images
- multi modality
- image registration
- medical imaging
- phase unwrapping
- mri data
- fully automatic
- unsupervised learning
- magnetic resonance images
- manual segmentation
- machine learning
- image reconstruction
- mental models
- anatomical structures
- medical image analysis
- imaging modalities
- ct images
- weakly supervised
- multi modal
- mutual information
- magnetic resonance
- computed tomography
- deformable models
- mr images
- x ray
- supervised learning
- ct scans
- region of interest
- multiresolution
- feature selection