A Multimodal Predictive Model for Chronic Kidney Disease and Its Association With Vascular Complications in Patients With Type 2 Diabetes: Model Development and Validation Study in South Korea and the U.K.

Nephrology Pain Management Primary Care Transplantation Urology
Journal: Diabetes care
Published Date:

Abstract

OBJECTIVE: To develop a multimodal model to predict chronic kidney disease (CKD) in patients with type 2 diabetes mellitus (T2DM), given the limited research on this integrative approach.

Authors

  • Jaehyeong Cho
    Department of Research Keimyung University Dongsan Medical Center Daegu South Korea.
  • Selin Woo
    Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, Republic of Korea.
  • Seung Ha Hwang
    Department of Biomedical Engineering, Kyung Hee University, Yongin, Republic of Korea.
  • Soeun Kim
    Research Center for Green Fine Chemicals, Korea Research Institute of Chemical Technology, Ulsan 44412, Korea.
  • Hayeon Lee
    Department of Biomedical Engineering, Kyung Hee University, 1732 Deogyeong-daero, Giheung-gu, Yongin, 17104, South Korea.
  • Jiyoung Hwang
    Department of Radiology, Soonchunhyang University College of Medicine, Seoul, Republic of Korea;
  • Jaewon Kim
    LifeSemantics, Seoul, Republic of Korea.
  • Min Seo Kim
    Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, United States.
  • Lee Smith
    Centre for Health, Performance and Wellbeing, Anglia Ruskin University, Cambridge, UK.
  • Sooji Lee
    Center for Digital Health, Medical Science Research Institute, Kyung Hee University College of Medicine, Seoul, South Korea.
  • Jinseok Lee
  • Hong-Hee Won
    Samsung Advanced Institute for Health Sciences and Technology (SAIHST), Sungkyunkwan University, Samsung Medical Center, Seoul, Republic of Korea.
  • Sang Youl Rhee
    Department of Endocrinology and Metabolism, Kyung Hee University School of Medicine, Seoul, Korea.
  • Dong Keon Yon
    Center for Digital Health, Medical Science Research Institute, Kyung Hee University Medical Center, Kyung Hee University College of Medicine, Seoul, South Korea.