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Motivation: This study aims to enhance vessel wall MRI imaging to achieve improved diagnostic precision in vascular disease, addressing current limitations in noise reduction that affect image clarity.
Goal(s): To evaluate the efficacy of Deep Resolve Gain (DRG)-based denoising in improving signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) in 3D T1 SPACE MRI.
Approach: A clinical study was conducted with 60 patients, comparing DRG-denoised 3D T1 SPACE MRI images with conventional images, focusing on image quality at both lesion and normal sites.
Results: DRG-denoised images demonstrated improvement in SNR, CNR, and vessel wall delineation, indicating the potential of DRG to enhance diagnostic accuracy.
Impact: DRG-denoised 3D T1 SPACE MRI enhances vessel wall imaging precision, enabling earlier and more accurate detection of vascular diseases. This advancement supports clinicians in identifying high-risk vascular features, improving diagnostic accuracy and facilitating timely appropriate treatment for the respective patient.
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