August 11, 2021Open Access

Analysis and Evaluation of a Deep Learning Reconstruction Approach with Denoising for Orthopedic MRI

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Abstract

The vendor-provided DL MRI reconstruction showed higher edge sharpness, rSNR, and rCNR in comparison with conventional methods; however, optimal levels of denoising may need to be further assessed.Keywords: MRI Reconstruction Method, Deep Learning, Image Analysis, Signal-to-Noise Ratio, MR-Imaging, Neural Networks, Hip, Shoulder, Physics, Observer Performance, Technology Assessment Supplemental material is available for this article. © RSNA, 2021.

Analysis and Evaluation of a Deep Learning Reconstruction Approach with Denoising for Orthopedic MRI

Key Points

Abstract

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