Adaptive convolutional neural networks for accelerating magnetic resonance imaging via k-space data interpolation
Tianming Du, Honggang Zhang, Yuemeng Li, Stephen Pickup, Mark Rosen, Zhou Rong, Hee Kwon Song, Yong Fan
Topics & Concepts
Convolutional neural networkDeep learningComputer scienceInterpolation (computer graphics)Artificial intelligencek-spaceIterative reconstructionArtificial neural networkFocus (optics)AlgorithmPattern recognition (psychology)Computer visionImage (mathematics)MathematicsOpticsPhysicsFourier transformMathematical analysisAdvanced MRI Techniques and ApplicationsMedical Imaging Techniques and ApplicationsAtomic and Subatomic Physics Research