Deep Learning for Low-Dose CT Denoising Using Perceptual Loss and Edge Detection Layer.
Maryam Gholizadeh-AnsariJavad AlirezaiePaul S. BabynPublished in: J. Digit. Imaging (2020)
Keyphrases
- low dose
- deep learning
- denoising
- edge detection
- noisy images
- x ray
- computed tomography
- image processing
- ct scans
- contrast enhancement
- imaging modalities
- image enhancement
- computer tomography
- lung nodules
- image denoising
- unsupervised learning
- ct images
- multiscale
- dual energy
- machine learning
- medical imaging
- natural images
- medical images
- noise level
- image reconstruction
- three dimensional
- weakly supervised
- ct data
- low contrast
- color images
- human visual system
- medical diagnosis
- medical data
- text classification
- image analysis
- pattern recognition
- computer vision