Preliminary denoising by 3D U-Net in image domain for low dose CT images.
Xiaofu SongYu HanXiaoqi XiLei LiLinlin ZhuShuangzhan YangMengnan LiuSiyu TanBin YanPublished in: BIC (2022)
Keyphrases
- ct images
- computer tomography
- low dose
- computed tomography
- ct scans
- region of interest
- denoising
- medical images
- lung nodules
- dual energy
- medical imaging
- x ray
- medical diagnosis
- image analysis
- input image
- image data
- clinical applications
- multiscale
- edge detection
- image reconstruction
- magnetic resonance imaging
- image processing
- image denoising
- registration accuracy
- energy function
- imaging modalities
- ct data
- computer vision
- image segmentation
- multi view
- mri images
- computer aided diagnosis
- contrast enhancement
- anatomical structures
- mr images