Denoising of three-dimensional fast spin echo magnetic resonance images of knee joints using spatial-variant noise-relevant residual learning of convolution neural network
Shutian Zhao, Dόnal Cahill, Siyue Li, Fan Xiao, Thierry Blu, James F. Griffith, Weitian Chen
Topics & Concepts
Artificial intelligenceNoise reductionConvolutional neural networkComputer scienceNoise (video)Deep learningResidualPattern recognition (psychology)Magnetic resonance imagingSignal-to-noise ratio (imaging)Computer visionConvolution (computer science)Artificial neural networkAlgorithmImage (mathematics)MedicineRadiologyTelecommunicationsAdvanced MRI Techniques and ApplicationsUltrasound Imaging and ElastographyImage and Signal Denoising Methods