Clinical Implementation of Sixfold-Accelerated Deep Learning Superresolution Knee MRI in Under 5 Minutes: Arthroscopy-Validated Diagnostic Performance
Jan Vosshenrich, Hanns‐Christian Breit, Ricardo Donners, Markus M. Obmann, Sven S. Walter, Aline Serfaty, Tatiane Cantarelli Rodrigues, Michael P. Recht, Steven Stern, Jan Fritz
Abstract
Background — Deep learning (DL) super-resolution image reconstruction enables higher acceleration factors for combined parallel imaging–simultaneous multislice-accelerated knee MRI but requires performance validation against external reference standards.
Topics & Concepts
MedicineArthroscopyMagnetic resonance imagingRadiologyMedical physicsNuclear medicinePhotoacoustic and Ultrasonic ImagingAdvanced MRI Techniques and ApplicationsOrthopedic Infections and Treatments