Accelerated T2-weighted MRI of the Bowel at 3T Using a Single-shot Technique with Deep Learning-based Image Reconstruction: Impact on Image Quality and Disease Detection.

Journal: Academic radiology
PMID: 39198137

Abstract

RATIONALE AND OBJECTIVE: A single-shot T2-weighted deep-learning-based image reconstruction (DL-HASTE) has been recently developed allowing for shorter acquisition time than conventional half-Fourier acquisition single-shot turbo-spin echo (HASTE). The purpose of this study was to compare image quality of conventional 6 mm HASTE with DL-HASTE at 4 mm and 6 mm slice thickness.

Authors

  • Bari Dane
    NYU Langone Health Department of Radiology, 660 1st Avenue, New York, NY 10016 (B.D., B.B., S.B., S.K., A.R., F.F., H.C.); NYU Long Island Department of Radiology, Mineola, NY 11501 (B.D., B.B., B.B., S.B., A.R., F.F., M.K., H.C.). Electronic address: Bari.Dane@nyulangone.org.
  • Barun Bagga
    Department of Radiology, NYU Langone Health, New York, New York, USA.
  • Bhavik Bansal
    NYU Long Island Department of Radiology, Mineola, NY 11501 (B.D., B.B., B.B., S.B., A.R., F.F., M.K., H.C.); All India Institute of Medical Sciences, New Delhi, India (B.B.).
  • Sarah Beier
    NYU Langone Health Department of Radiology, 660 1st Avenue, New York, NY 10016 (B.D., B.B., S.B., S.K., A.R., F.F., H.C.); NYU Long Island Department of Radiology, Mineola, NY 11501 (B.D., B.B., B.B., S.B., A.R., F.F., M.K., H.C.).
  • Sooah Kim
    NYU Langone Health Department of Radiology, 660 1st Avenue, New York, NY 10016 (B.D., B.B., S.B., S.K., A.R., F.F., H.C.).
  • Arthi Reddy
    NYU Langone Health Department of Radiology, 660 1st Avenue, New York, NY 10016 (B.D., B.B., S.B., S.K., A.R., F.F., H.C.); NYU Long Island Department of Radiology, Mineola, NY 11501 (B.D., B.B., B.B., S.B., A.R., F.F., M.K., H.C.).
  • Felicia Fenty
    NYU Langone Health Department of Radiology, 660 1st Avenue, New York, NY 10016 (B.D., B.B., S.B., S.K., A.R., F.F., H.C.); NYU Long Island Department of Radiology, Mineola, NY 11501 (B.D., B.B., B.B., S.B., A.R., F.F., M.K., H.C.).
  • Mahesh Keerthivasan
    NYU Long Island Department of Radiology, Mineola, NY 11501 (B.D., B.B., B.B., S.B., A.R., F.F., M.K., H.C.); Siemens Healthineers, Malvern, NJ (M.K.).
  • Hersh Chandarana
    Department of Radiology, NYU Langone Health, 660 1st Avenue, 3rd Floor, New York, NY, 10016, USA.

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