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EJNMMI Physics· 2026Q1

Clinical evaluation of deep learning-enhanced respiratory gated 18F-FDG PET/CT images

Guolin Wang, Jiale Shen, Yinuo Liu, Chenhao Wang et al.

Short summary

Deep learning models, particularly GANs, significantly improve image quality and lesion detection in low-acquisition-time (LAT) PET/CT scans, achieving quantitative consistency with full-acquisition-time scans and outperforming standard free-breathing scans.

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Field: Radiology, Nuclear Medicine and Imaging

Radiology, Nuclear Medicine and ImagingMedicine