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Motivation: This study is motivated by the need to improve patient comfort while retaining diagnostic quality in MRI spine protocols using AIR Recon DL (ARDL).
Goal(s): The goal is to assess whether AIR Recon DL (ARDL) reduces MRI scan times and improves image quality for spine imaging compared to standard protocols.
Approach: A retrospective analysis was conducted on spine MRI data from 26 patients to compare image quality ratings and scan times between AIR Recon DL (ARDL) and standard protocols.
Results: AIR Recon DL (ARDL) protocol demonstrated significantly higher image quality ratings and reduced scan times across all spine regions compared to standard protocols.
Impact: The results demonstrate that ARDL can significantly reduce MRI scan times while improving image quality, enhancing patient comfort and clinical workflow. This study enables further exploration into AI-driven imaging techniques and their broader implications for patient care and diagnostic accuracy.
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