Estimating standard-dose PET from low-dose PET with deep learning.
Yang LeiXue DongTonghe WangKristin HigginsTian LiuWalter J. CurranHui MaoJonathan A. NyeXiaofeng YangPublished in: Medical Imaging: Image Processing (2020)
Keyphrases
- deep learning
- low dose
- imaging modalities
- ionizing radiation
- positron emission tomography
- image reconstruction
- x ray
- medical images
- medical imaging
- computed tomography
- magnetic resonance imaging
- low contrast
- magnetic resonance
- machine learning
- ct scans
- medical data
- treatment planning
- medical image analysis
- unsupervised learning
- three dimensional
- intraoperative
- clinical trials
- anatomical structures
- brain imaging
- image analysis
- image processing
- mental models
- deformable models