Profiling of kidney involvement in systemic lupus erythematosus by deep learning using the National Database of Designated Incurable Diseases of Japan.

Journal: Clinical and experimental nephrology
PMID: 36929044

Abstract

BACKGROUND: Kidney involvement frequently occurs in systemic lupus erythematosus (SLE), and its clinical manifestations are complicated. We profiled kidney involvement in SLE patients using deep learning based on data from the National Database of Designated Incurable Diseases of Japan.

Authors

  • Tomonori Kimura
    Reverse Translational Research Project, Center for Rare Disease Research, National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), Ibaraki, Osaka, Japan. t-kimura@nibiohn.go.jp.
  • Hidekazu Ikeuchi
    Department of Nephrology and Rheumatology, Gunma University Graduate School of Medicine, Maebashi, Gunma, Japan.
  • Mitsuaki Yoshino
    Reverse Translational Research Project, Center for Rare Disease Research, National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), Ibaraki, Osaka, Japan.
  • Ryuichi Sakate
    Reverse Translational Research Project, Center for Rare Disease Research, National Institutes of Biomedical Innovation, Health and Nutrition (NIBIOHN), Ibaraki, Osaka, Japan.
  • Shoichi Maruyama
    Department of Nephrology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan.
  • Ichiei Narita
    Division of Clinical Nephrology and Rheumatology, Niigata University Graduate School of Medical and Dental Science, Niigata, Japan.
  • Keiju Hiromura
    Department of Nephrology and Rheumatology, Gunma University Graduate School of Medicine, Maebashi, Gunma, Japan.

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