An attention-based deep convolutional neural network for ultra-sparse-view CT reconstruction.
Yinping ChanXuan LiuTangsheng WangJingjing DaiYaoqin XieXiaokun LiangPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- convolutional neural network
- compressed sensing
- image reconstruction
- fan beam
- computerized tomography
- three dimensional
- compressive sensing
- computed tomography
- computer tomography
- face detection
- signal reconstruction
- ct images
- ct scans
- iterative reconstruction
- sparse data
- cone beam
- random projections
- reconstruction process
- x ray
- high dimensional
- visual attention
- medical imaging
- super resolution
- high speed
- high resolution
- reconstruction method
- neural network
- clinical applications
- medical images
- head images
- face recognition
- cardiac ct