Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples.
Dufan WuKuang GongKyung Sang KimXiang LiQuanzheng LiPublished in: MICCAI (4) (2019)
Keyphrases
- training samples
- medical imaging
- denoising
- neural network
- image processing
- medical images
- x ray
- image denoising
- feature space
- medical image processing
- image segmentation
- image registration
- image guided surgery
- ct images
- imaging modalities
- training set
- image processing and analysis
- training data
- anatomical structures
- supervised learning
- number of training samples
- learning algorithm
- test sample
- image analysis
- high dimensional
- shape analysis
- magnetic resonance imaging
- medical image analysis
- image guided
- computer vision
- pattern recognition
- natural images
- remote sensing
- sample set
- biomedical imaging
- frequency domain
- volumetric data
- biomedical engineering
- multiresolution
- multiscale
- signal processing
- knn
- high quality
- data mining