Rapid high-resolution musculoskeletal MR imaging with a super resolution deep learning constrained Compressed SENSE reconstruction

The integration of compressed-SENSE and artificial intelligence allows to acquire high-resolution images within relatively short scan times The purpose of this study is to compare the image quality of the musculoskeletal images reconstructed with Compressed -SENSE (CS), CS with integrated artificial intelligence (CS-AI) and CS-AI combined with superresolution(CS-AI-HR). We found that the image quality was significantly improved by using CS-AI-HR compared to CS. This study provides supportive information for the application of CS-AI-HR in routine clinical practice.