Supervised Denoising of Diffusion-Weighted Magnetic Resonance Images Using a Convolutional Neural Network and Transfer Learning.
Jakub JurekAndrzej MaterkaKamil LudwisiakAgata MajosKamil GorczewskiKamil CepuchAgata ZawadzkaPublished in: CoRR (2022)
Keyphrases
- transfer learning
- diffusion weighted
- magnetic resonance images
- convolutional neural network
- denoising
- learning algorithm
- labeled data
- semi supervised
- face detection
- medical images
- mr images
- image denoising
- semi supervised learning
- machine learning
- supervised learning
- white matter
- natural images
- image processing
- diffusion tensor
- reinforcement learning
- medical imaging
- neural network
- brain tissue
- active learning
- text classification
- collaborative filtering
- high resolution
- text categorization
- mri data
- noise removal
- diffusion coefficient
- angular resolution
- magnetic resonance imaging
- unlabeled data
- target domain
- machine learning algorithms
- feature extraction
- labeled and unlabeled data
- multi class
- tensor field
- mr imaging
- magnetic resonance
- brain tumors
- dt mri
- multiscale
- x ray
- remote sensing