MRI-aided attenuation correction for PET imaging with deep learning.
Yang LeiXue DongTonghe WangKristin HigginsTian LiuWalter J. CurranJonathan A. NyeHui MaoXiaofeng YangPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Keyphrases
- deep learning
- positron emission tomography
- magnetic resonance imaging
- medical imaging
- medical images
- pet images
- unsupervised learning
- multislice
- magnetic resonance images
- image reconstruction
- pet ct
- high resolution
- imaging modalities
- machine learning
- unsupervised feature learning
- deep architectures
- mental models
- brain imaging
- magnetic resonance
- image processing
- data mining
- mr images
- weakly supervised
- partial volume
- ct images
- viewpoint
- reinforcement learning
- decision making
- feature selection
- computer vision