Predicting diabetic nephropathy in type 2 diabetic patients using machine learning algorithms
Author:
Publisher
Springer Science and Business Media LLC
Subject
Endocrinology, Diabetes and Metabolism,Internal Medicine
Link
https://link.springer.com/content/pdf/10.1007/s40200-022-01076-2.pdf
Reference47 articles.
1. Rodriguez-Romero V, Bergstrom RF, Decker BS, Lahu G, Vakilynejad M, Bies RR. Prediction of nephropathy in type 2 diabetes: an analysis of the ACCORD trial applying machine learning techniques. Clin Transl Sci. Wiley Online Library; 2019;12:519–528.
2. Zhao N, Gao JD, Zhang HL. Research progress of glycosylated haemoglobin as a diagnostic criterion for diabetes. Chin Clin Res. 2015;1:127–8.
3. Ahmad J. Management of diabetic nephropathy: recent progress and future perspective. Diabetes Metab Syndr Clin Res Rev. Elsevier; 2015;9:343–358.
4. Radcliffe NJ, Seah J, Clarke M, MacIsaac RJ, Jerums G, Ekinci EI. Clinical predictive factors in diabetic kidney disease progression. J Diabetes Investig. Wiley Online Library; 2017;8:6–18.
5. Narres M, Claessen H, Droste S, Kvitkina T, Koch M, Kuss O, et al. The incidence of end-stage renal disease in the diabetic (compared to the non-diabetic) population: a systematic review. PLoS One. Public Library of Science San Francisco, CA USA; 2016;11:e0147329.
Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Insulin combined with N-acetylcysteine attenuates type 1 diabetes-induced splenic inflammatory injury in canines by inhibiting the MAPKs-NF-κB signaling pathway and pyroptosis;Journal of Diabetes and its Complications;2024-09
2. From Evaluation to Prediction: Analysis of Diabetic Autonomic Neuropathy Using Sudoscan and Artificial Intelligence;Applied Sciences;2024-08-22
3. Navigating the future of diabetes: innovative nomogram models for predicting all-cause mortality risk in diabetic nephropathy;BMC Nephrology;2024-04-10
4. Predictive model and risk analysis for peripheral vascular disease in type 2 diabetes mellitus patients using machine learning and shapley additive explanation;Frontiers in Endocrinology;2024-02-28
5. Machine Learning Models for Prediction of Diabetic Microvascular Complications;Journal of Diabetes Science and Technology;2024-01-08
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3