Deep learning reconstruction of zero echo time magnetic resonance imaging: diagnostic performance in axial spondyloarthritis.

Journal: European radiology
Published Date: Jul 24, 2025

Abstract

OBJECTIVES: To compare the diagnostic performance of deep learning reconstruction (DLR) of zero echo time (ZTE) MRI for structural lesions in patients with axial spondyloarthritis, against T1WI and ZTE MRI without DLR, using CT as the reference standard.

Authors

  • Jisook Yi
    Department of Radiology, Inje University College of Medicine, Haeundae Paik Hospital, Haeundae-ro 875, Busan, 48108, South Korea.
  • Seok Hahn
    Department of Radiology, Inje University College of Medicine, Haeundae Paik Hospital, Haeundae-ro 875, Busan, 48108, South Korea.
  • Ho-Joon Lee
    Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
  • Sunggun Lee
    Division of Rheumatology, Department of Internal Medicine, Inje University Haeundae Paik Hospital, Busan, Republic of Korea.
  • Sekyoung Park
    Department of Radiology, Kosin University Gospel Hospital, Busan, Republic of Korea.
  • Joonsung Lee
    From the Department of Radiology and Research Institute of Radiology (M.K., H.S.K., H.J.K., J.E.P., S.J.K.), Department of Clinical Epidemiology and Biostatistics (S.Y.P.), and Department of Neurosurgery (Y.H.K.), University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-Gu, Seoul 05505, South Korea; GE Healthcare Korea, Seoul, Korea (J.L.); GE Healthcare Canada, Calgary, Canada (M.R.L.); and Department of Radiology, University of Calgary, Calgary, Canada (M.R.L.).
  • Jose de Arcos
    GE HealthCare, Little Chalfont, Amersham, UK.
  • Maggie Fung
    GE Healthcare, Waukesha, Wisconsin, USA.

Keywords

No keywords available for this article.

External Resources

Popular Topics
Recent Journals