Deep variational network for rapid 4D flow MRI reconstruction
Valery Vishnevskiy, Jonas Walheim, Sebastian Kozerke
Topics & Concepts
Compressed sensingComputer scienceLeverage (statistics)Iterative reconstructionArtificial intelligenceMagnetic resonance imagingReal-time MRIComputer visionArtificial neural networkReconstruction algorithmDeep learningFlow (mathematics)HyperparameterPattern recognition (psychology)AlgorithmUndersamplingBlood flowMinificationAccelerationVolume (thermodynamics)Sampling (signal processing)Dynamic contrast-enhanced MRIImage qualitySignal reconstruction3D reconstructionData reductionFlow networkReduction (mathematics)Advanced MRI Techniques and ApplicationsMedical Image Segmentation TechniquesModel Reduction and Neural Networks