Development and Internal Validation of Machine-Learning Algorithms for Diabetic Kidney Disease Model of People with Type 2 Diabetes Mellitus

被引：0
|
作者：
Zhang, Lin
机构：
来源：
DIABETES | 2024年 / 73卷
关键词：
D O I：
10.2337/db24-430-P
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
430-P
引用
收藏
页数：3
相关论文
共 50 条
  • [1] Development and internal validation of machine learning algorithms for end-stage renal disease risk prediction model of people with type 2 diabetes mellitus and diabetic kidney disease
    Zou, Yutong
    Zhao, Lijun
    Zhang, Junlin
    Wang, Yiting
    Wu, Yucheng
    Ren, Honghong
    Wang, Tingli
    Zhang, Rui
    Wang, Jiali
    Zhao, Yuancheng
    Qin, Chunmei
    Xu, Huan
    Li, Lin
    Chai, Zhonglin
    Cooper, Mark E.
    Tong, Nanwei
    Liu, Fang
    [J]. RENAL FAILURE, 2022, 44 (01) : 562 - 570
  • [2] Design of Machine Learning Algorithms and Internal Validation of a Kidney Risk Prediction Model for Type 2 Diabetes Mellitus
    Wang, Ying
    Yao, Han-Xin
    Liu, Zhen-Yi
    Wang, Yi-Ting
    Zhang, Si-Wen
    Song, Yuan-Yuan
    Zhang, Qin
    Gao, Hai-Di
    Xu, Jian-Cheng
    [J]. INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2024, 17
  • [3] Prediction of diabetic kidney disease with machine learning algorithms, upon the initial diagnosis of type 2 diabetes mellitus
    Allen, Angier
    Iqbal, Zohora
    Green-Saxena, Abigail
    Hurtado, Myrna
    Hoffman, Jana
    Mao, Qingqing
    Das, Ritankar
    [J]. BMJ OPEN DIABETES RESEARCH & CARE, 2022, 10 (01)
  • [4] Development and validation of a risk score for diabetic kidney disease prediction in type 2 diabetes patients: a machine learning approach
    Sarkhosh, S. M. Hosseini
    Hemmatabadi, M.
    Esteghamati, A.
    [J]. JOURNAL OF ENDOCRINOLOGICAL INVESTIGATION, 2023, 46 (02) : 415 - 423
  • [5] Development and validation of a risk score for diabetic kidney disease prediction in type 2 diabetes patients: a machine learning approach
    S.M. Hosseini Sarkhosh
    M. Hemmatabadi
    A. Esteghamati
    [J]. Journal of Endocrinological Investigation, 2023, 46 : 415 - 423
  • [6] VALIDATION OF A DIFFERENTIAL DIAGNOSTIC MODEL OF DIABETIC KIDNEY DISEASE AND NON-DIABETIC KIDNEY DISEASE IN PATIENTS WITH TYPE 2 DIABETES MELLITUS
    Tan, Hui Zhuan
    Kwek, Jia Liang
    Fook-Chong, Stephanie
    Chan, Choong Meng
    Choo, Jason Chon Jun
    [J]. NEPHROLOGY DIALYSIS TRANSPLANTATION, 2017, 32
  • [7] Development and Validation of a Chronic Kidney Disease Prediction Model for Type 2 Diabetes Mellitus in Thailand
    Tuntayothin, Wilailuck
    Kerr, Stephen John
    Boonyakrai, Chanchana
    Udomkarnjananun, Suwasin
    Chukaew, Sumitra
    Sakulbumrungsil, Rungpetch
    [J]. VALUE IN HEALTH REGIONAL ISSUES, 2021, 24 : 157 - 166
  • [8] Development and internal validation of machine learning algorithms for mortality prediction model of people with DM and CKD
    Zou, Yutong
    Liu, Fang
    [J]. NEPHROLOGY DIALYSIS TRANSPLANTATION, 2024, 39 : I818 - I819
  • [9] Development and validation of a novel nomogram to predict diabetic kidney disease in patients with type 2 diabetic mellitus and proteinuric kidney disease
    Hui Zhuan Tan
    Jason Chon Jun Choo
    Stephanie Fook-Chong
    Yok Mooi Chin
    Choong Meng Chan
    Chieh Suai Tan
    Keng Thye Woo
    Jia Liang Kwek
    [J]. International Urology and Nephrology, 2023, 55 : 191 - 200
  • [10] Development and validation of a novel nomogram to predict diabetic kidney disease in patients with type 2 diabetic mellitus and proteinuric kidney disease
    Tan, Hui Zhuan
    Choo, Jason Chon Jun
    Fook-Chong, Stephanie
    Chin, Yok Mooi
    Chan, Choong Meng
    Tan, Chieh Suai
    Woo, Keng Thye
    Kwek, Jia Liang
    [J]. INTERNATIONAL UROLOGY AND NEPHROLOGY, 2023, 55 (01) : 191 - 200
12345