Deep Learning-based Low-dose Tomography Reconstruction with Hybrid-dose Measurements.
Ziling WuTekin BicerZhengchun LiuVincent De AndradeYunhui ZhuIan T. FosterPublished in: MLHPC/AI4S@SC (2020)
Keyphrases
- deep learning
- low dose
- image reconstruction
- computed tomography
- ionizing radiation
- computer tomography
- x ray
- ct scans
- positron emission tomography
- unsupervised learning
- imaging modalities
- ct images
- medical images
- lung nodules
- machine learning
- ct data
- weakly supervised
- contrast enhancement
- super resolution
- three dimensional
- medical diagnosis
- mental models
- medical imaging
- clinical applications
- high resolution
- text classification
- medical image analysis
- maximum likelihood