Predicting Rapid Decline in Kidney Function Among Type 2 Diabetes Patients from Laboratory Tests: A Machine Learning Approach

被引:0
|
作者
Nakahara, Eri [1 ,2 ]
Waki, Kayo [2 ]
Kurasawa, Hisashi [1 ,2 ]
Mimura, Imari [2 ]
Seki, Tomohisa [2 ]
Fujino, Akinori [1 ]
Shiomi, Nagisa [1 ]
Nangaku, Masaomi [3 ]
Ohe, Kazuhiro [2 ]
机构
[1] Nippon Telegraph and Telephone Corporation, Japan
[2] The University of Tokyo, Japan
[3] The University of Tokyo Hospital, Japan
来源
关键词
Biomarkers; -; Forecasting; Laboratories;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
相关论文
共 50 条
  • [21] A Rapid Rate of Kidney Function Decline Is Associated with Increased Risk of Heart Failure in Patients with Type 2 Diabetes-Results from ACCORD Study
    Bano, Arjola
    Bueno, Carlos, Jr.
    Tang, Yaling
    Sun, Xiuqin
    Hall, Elizabeth
    Mitri, Joanna
    Morieri, Mario Luca
    Shah, Hetal
    Doria, Alessandro
    DIABETES, 2023, 72
  • [22] Lipid and inflammatory biomarkers and kidney function decline in type 2 diabetes
    J. Lin
    F. B. Hu
    C. Mantzoros
    G. C. Curhan
    Diabetologia, 2010, 53 : 263 - 267
  • [23] Lipid and inflammatory biomarkers and kidney function decline in type 2 diabetes
    Lin, J.
    Hu, F. B.
    Mantzoros, C.
    Curhan, G. C.
    DIABETOLOGIA, 2010, 53 (02) : 263 - 267
  • [24] Urinary Haptoglobin Predicts Rapid Renal Function Decline in Asians With Type 2 Diabetes and Early Kidney Disease
    Liu, Jian-Jun
    Liu, Sylvia
    Wong, Melvin D. S.
    Gurung, Resham Lal
    Lim, Su Chi
    JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2016, 101 (10): : 3794 - 3802
  • [25] A machine learning approach to predicting vascular calcification risk of type 2 diabetes: A retrospective study
    Liang, Xue
    Li, Xinyu
    Li, Guosheng
    Wang, Bing
    Liu, Yudan
    Sun, Dongli
    Liu, Li
    Zhang, Ran
    Ji, Shukun
    Yan, Wanying
    Yu, Ruize
    Gao, Zhengnan
    Liu, Xuhan
    CLINICAL CARDIOLOGY, 2024, 47 (04)
  • [26] Predicting Depression Among Chinese Patients with Narcolepsy Type 1: A Machine-Learning Approach
    Wang, Mengmeng
    Wang, Huanhuan
    Feng, Zhaoyan
    Wu, Shuai
    Li, Bei
    Han, Fang
    Xiao, Fulong
    NATURE AND SCIENCE OF SLEEP, 2024, 16 : 1419 - 1429
  • [27] SERUM UROMODULIN PREDICTS A DECLINE IN KIDNEY FUNCTION INDEPENDENTLY FROM THE PRESENCE OF TYPE 2 DIABETES
    Leiherer, A.
    Muendlein, A.
    Saely, C. H.
    Brandtner, E. M.
    Geiger, K.
    Mader, A.
    Larcher, B.
    Fraunberger, P.
    Drexel, H.
    ATHEROSCLEROSIS, 2018, 275 : E62 - E62
  • [28] Serum Uromodulin Predicts Decline in Kidney Function Independently from the Presence of Type 2 Diabetes
    Geiger, Kathrin
    Leiherer, Andreas
    Muendlein, Axel
    Saely, Christoph H.
    Brandtner, Eva M.
    Fraunberger, Peter
    Drexel, Heinz
    DIABETES, 2017, 66 : A67 - A67
  • [29] SERUM UROMODULIN PREDICTS A DECLINE IN KIDNEY FUNCTION INDEPENDENTLY FROM THE PRESENCE OF TYPE 2 DIABETES
    Leiherer, Andreas
    Muendlein, Axel
    Saely, Christoph
    Brandtner, Eva-Maria
    Geiger, Kathrin
    Fraunberger, Peter
    Drexel, Heinz
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2018, 71 (11) : 1840 - 1840
  • [30] Serum uromodulin predicts a decline in kidney function independently from the presence of type 2 diabetes
    Leiherer, A.
    Muendlein, A.
    Saely, C. H.
    Brandtner, E. M.
    Geiger, K.
    Mader, A.
    Larcher, B.
    Fraunberger, P.
    Drexel, H.
    EUROPEAN JOURNAL OF CLINICAL INVESTIGATION, 2018, 48 : 155 - 155