Development and validation of a risk score for diabetic kidney disease prediction in type 2 diabetes patients: a machine learning approach
Author:
Publisher
Springer Science and Business Media LLC
Subject
Endocrinology,Endocrinology, Diabetes and Metabolism
Link
https://link.springer.com/content/pdf/10.1007/s40618-022-01919-y.pdf
Reference30 articles.
1. Alicic RZ, Rooney MT, Tuttle KR (2017) Diabetic kidney disease: challenges, progress, and possibilities. Clin J Am Soc Nephrol 12:2032–2045
2. Hussain S, Jamali MC, Habib A et al (2021) Diabetic kidney disease: an overview of prevalence, risk factors, and biomarkers. Clin Epidemiol Glob Heal 9:2–6
3. Rao V, Rao LBV, Tan SH et al (2019) Diabetic nephropathy: An update on pathogenesis and drug development. Diabetes Metab Syndr Clin Res Rev 13:754–762
4. Slieker RC, van der Heijden AAWA, Siddiqui MK et al (2021) Performance of prediction models for nephropathy in people with type 2 diabetes: systematic review and external validation study. BMJ 374:n2134
5. Hingwala J, Wojciechowski P, Hiebert B et al (2017) Risk-based triage for nephrology referrals using the kidney failure risk equation. Can J Kidney Heal Dis 4:2054358117722782
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2. Machine learning prediction models for diabetic kidney disease: systematic review and meta-analysis;Endocrine;2023-12-23
3. Machine learning techniques to predict the risk of developing diabetic nephropathy: a literature review;Journal of Diabetes & Metabolic Disorders;2023-12-05
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