Effects of Deep Learning Reconstruction Technique in High-Resolution Non-contrast Magnetic Resonance Coronary Angiography at a 3-Tesla Machine.

Journal: Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes
PMID:

Abstract

PURPOSE: To evaluate the effects of deep learning reconstruction (DLR) in qualitative and quantitative image quality of non-contrast magnetic resonance coronary angiography (MRCA).

Authors

  • Yasuhiro Yokota
    Department of Diagnostic Radiology, Faculty of Life Sciences, Kumamoto University, 1-1-1 Honjyo, Chuo-ku, Kumamoto, 860-8556, Japan.
  • Chika Takeda
    Diagnostic Radiology, Yokohama City University Graduate School of Medicine, Yokohama-shi, Japan.
  • Masafumi Kidoh
    Department of Diagnostic Radiology, Graduate School of Medical Sciences, Kumamoto University, Honjo 1-1-1, Kumamoto 860-8556, Japan (T.N., N.Y., N.K., Y.N., H.U., M.K., S.O., T.H.).
  • Seitaro Oda
    Department of Diagnostic Radiology, Graduate School of Medical Sciences, Kumamoto University, Honjo 1-1-1, Kumamoto 860-8556, Japan (T.N., N.Y., N.K., Y.N., H.U., M.K., S.O., T.H.).
  • Ryo Aoki
    Diagnostic Radiology, Yokohama City University Graduate School of Medicine, Yokohama-shi, Japan.
  • Kenichi Ito
    Diagnostic Radiology, Yokohama City University Graduate School of Medicine, Yokohama-shi, Japan.
  • Kosuke Morita
    Department of Radiology, Kumamoto University Hospital, Kumamoto.
  • Kentaro Haraoka
    MRI Systems Division, Canon Medical Systems Corporation, Kawasaki-shi, Japan.
  • Yuichi Yamashita
    MRI Systems Division, Canon Medical Systems Corporation.
  • Hitoshi Iizuka
    Diagnostic Radiology, Yokohama City University Graduate School of Medicine, Yokohama-shi, Japan.
  • Shingo Kato
    Diagnostic Radiology, Yokohama City University Graduate School of Medicine, Yokohama-shi, Japan.
  • Kenichi Tsujita
    Cardiovascular Medicine, Faculty of Life Sciences, 13205Kumamoto University, Kumamoto-shi, Japan.
  • Osamu Ikeda
    Diagnostic Radiology, Faculty of Life Sciences, 13205Kumamoto University, Kumamoto-shi, Japan.
  • Yasuyuki Yamashita
    Department of Diagnostic Radiology, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Chuoku, Kumamoto, 860-8556, Japan. Electronic address: yama@kumamoto-u.ac.jp.
  • Daisuke Utsunomiya
    Department of Diagnostic Radiology, Graduate School of Life Sciences, Kumamoto University, 1-1-1 Honjo, Chuoku, Kumamoto, 860-8556, Japan. Electronic address: d.utsunomiya@gmail.com.