Deep learning and multi-contrast-based denoising for low-SNR Arterial Spin Labeling (ASL) MRI.
Enhao GongJia GuoJiang LiuAudrey P. FanJohn M. PaulyGreg ZaharchukPublished in: Medical Imaging: Image Processing (2020)
Keyphrases
- deep learning
- low snr
- denoising
- unsupervised learning
- cerebral blood flow
- noise model
- noisy images
- image denoising
- unsupervised feature learning
- machine learning
- natural images
- low signal to noise ratio
- gaussian noise
- weakly supervised
- medical images
- image processing
- carotid artery
- supervised learning
- active learning
- high resolution
- computer vision
- learning algorithm