Accelerated Cardiac MRI with Deep Learning–based Image Reconstruction for Cine Imaging
Ann‐Christin Klemenz, Linda Reichardt, Margarita Gorodezky, Mathias Manzke, Xucheng Zhu, Antonia Dalmer, Roberto Lorbeer, Cajetan Immanuel Lang, Marc‐André Weber, Felix G. Meinel
Abstract
Deep learning–based cardiac cine sequences performed over three cardiac cycles led to substantially reduced acquisition time, while no differences in image quality and volumetric results compared with a standard clinical sequence could be detected.
Topics & Concepts
Deep learningImage qualityMedicineArtificial intelligenceRadiologyComputer visionComputer scienceImage (mathematics)Advanced MRI Techniques and ApplicationsAdvanced X-ray and CT ImagingMedical Imaging Techniques and Applications