Predicting diabetic nephropathy in type 2 diabetic patients using machine learning algorithms

被引:0
|
作者
Seyyed Mahdi Hosseini Sarkhosh
Alireza Esteghamati
Mahboobeh Hemmatabadi
Morteza Daraei
机构
[1] University of Garmsar,Department of Industrial Engineering
[2] Tehran University of Medical Sciences,Department of Internal Medicine, School of Medicine, Psychosomatic Medicine Research Center, Imam Khomeini Hospital
[3] Tehran University of Medical Sciences,Department of Internal Medicine, School of Medicine, Vali Asr Hospital
[4] Tehran University of Medical Sciences,Department of Internal Medicine, School of Medicine, Imam Khomeini Hospital
来源
Journal of Diabetes & Metabolic Disorders | 2022年 / 21卷
关键词
Type 2 diabetes; Diabetic nephropathy; Machine learning; Risk factors; Imam Khomeini Hospital Complex;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1433 / 1441
页数:8
相关论文
共 50 条
  • [41] Evaluation of serum levels of sestrin 2 and betatrophin in type 2 diabetic patients with diabetic nephropathy
    Emara, Asmaa Mounir
    El Bendary, Amal Said
    Ahmed, Laila Mahmoud
    Okda, Hanaa Ibrahim
    BMC NEPHROLOGY, 2024, 25 (01)
  • [42] Progression of diabetic nephropathy enhances the plasma osteopontin level in type 2 diabetic patients
    Yamaguchi, H
    Igarashi, M
    Hirata, A
    Tsuchiya, H
    Sugiyama, K
    Morita, Y
    Jimbu, Y
    Ohnuma, H
    Daimon, M
    Tominaga, M
    Kato, T
    ENDOCRINE JOURNAL, 2004, 51 (05) : 499 - 504
  • [43] PROTEINURIA IN TYPE 2 DIABETIC PATIENTS WITH RENAL IMPAIRMENT: THE CHANGING FACE OF DIABETIC NEPHROPATHY
    Packham, D.
    Ivory, S.
    Reutens, A.
    Wolfe, R.
    Rohde, R.
    Heerspink, H.
    Dwyer, J.
    Atkins, R.
    Lewis, J.
    NEPHROLOGY, 2010, 15 : 32 - 32
  • [44] Comparable Outcomes in Type 2 Diabetic Patients with Diabetic or Vascular Nephropathy Treated by Hemodialysis
    Stieglmayr, S.
    Khayyat, A. Hayat
    Bodlaj, G.
    Pieringer, H.
    Biesenbach, G.
    NEPHRON CLINICAL PRACTICE, 2010, 114 (02): : C104 - C107
  • [45] Monitoring kidney function in type 2 diabetic patients with incipient and overt diabetic nephropathy
    Rossing, P
    Rossing, K
    Gaede, PH
    Pedersen, OB
    Parving, HH
    DIABETOLOGIA, 2005, 48 : A75 - A75
  • [46] Decrease in toe pinch force in male type 2 diabetic patients with diabetic nephropathy
    Kataoka, Hiroaki
    Miyatake, Nobuyuki
    Kitayama, Naomi
    Murao, Satoshi
    Tanaka, Satoshi
    CLINICAL AND EXPERIMENTAL NEPHROLOGY, 2018, 22 (03) : 647 - 652
  • [48] Plasma copeptin level in type 2 diabetic patients and its role in diabetic nephropathy
    El-Soudany, Nevein Nabil
    Bessa, Sahar Saad El-Din
    Morad, Heba Ahmed
    Selim, Amal Abdel Moniem
    EGYPTIAN JOURNAL OF INTERNAL MEDICINE, 2023, 35 (01):
  • [49] Cardiovascular risk factors and disease management in type 2 diabetic patients with diabetic nephropathy
    Sasso, FC
    De Nicola, L
    Carbonara, O
    Nasti, R
    Minutolo, R
    Salvatore, T
    Conte, G
    Torella, R
    DIABETES CARE, 2006, 29 (03) : 498 - 503
  • [50] Methylenetetrahydrofolate reductase genetic polymorphism and the risk of diabetic nephropathy in type 2 diabetic patients
    Guan, Hui
    Xia, Meng-Di
    Wang, Miao
    Guan, Ying-Jie
    Lyu, Xiao-Chen
    MEDICINE, 2020, 99 (35) : E21558