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Current Medical Research and Opinion Volume 36, 2020 - Issue 2
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Diabetes

Development of risk models for major adverse chronic renal outcomes among patients with type 2 diabetes mellitus using insurance claims: a retrospective observational study

Carol H. WyshamRockwood Clinic, Spokane, WA, USA;
,
Marjolaine Gauthier-LoiselleAnalysis Group, Inc., Montréal, Canada; Correspondence[email protected]
,
Robert A. BaileyJanssen Scientific Affairs, LLC., Raritan, NJ, USA;
,
Ameur M. ManceurAnalysis Group, Inc., Montréal, Canada;
,
Patrick LefebvreAnalysis Group, Inc., Montréal, Canada;
,
Morris GreenbergAnalysis Group, Inc., Boston, MA, USA;
,
Mei Sheng DuhAnalysis Group, Inc., Boston, MA, USA;
&
James B. YoungCleveland Clinic Foundation Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA
 show all
Pages 219-227 | Received 23 Aug 2019, Accepted 15 Oct 2019, Published online: 06 Nov 2019

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Xiaojie Chen, Jianteng Xie, Yifan Zhang, Shaogui Zhang, Sheng Li, Min Lu, Danfeng Liu, Weiting He, Hokhim Yau, Runli Jia, Yaxi Zhu & Wenjian Wang. (2024) Prognostic Value of Hemoglobin Concentration on Renal Outcomes with Diabetic Kidney Disease: A Retrospective Cohort Study. Diabetes, Metabolic Syndrome and Obesity 17, pages 1367-1381.
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Yutong Zou, Lijun Zhao, Junlin Zhang, Yiting Wang, Yucheng Wu, Honghong Ren, Tingli Wang, Rui Zhang, Jiali Wang, Yuancheng Zhao, Chunmei Qin, Huan Xu, Lin Li, Zhonglin Chai, Mark E. Cooper, Nanwei Tong & Fang Liu. (2022) 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. Renal Failure 44:1, pages 562-570.
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Articles from other publishers (6)

George Bakris, Pei (Paul) Lin, Chang Xu, Cindy Chen, Veronica Ashton & Mukul Singhal. (2024) Prediction of cardiovascular and renal risk among patients with apparent treatment‐resistant hypertension in the United States using machine learning methods. The Journal of Clinical Hypertension 26:5, pages 500-513.
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Alejandra González-Rocha, Victor A. Colli & Edgar Denova-Gutiérrez. (2023) Risk Prediction Score for Chronic Kidney Disease in Healthy Adults and Adults With Type 2 Diabetes: Systematic Review. Preventing Chronic Disease 20.
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Helena Bleken Østergaard, Stephanie H. Read, Naveed Sattar, Stefan Franzén, Nynke Halbesma, Jannick A.N. Dorresteijn, Jan Westerink, Frank L.J. Visseren, Sarah H. Wild, Björn Eliasson & Joep van der Leeuw. (2022) Development and Validation of a Lifetime Risk Model for Kidney Failure and Treatment Benefit in Type 2 Diabetes. Clinical Journal of the American Society of Nephrology 17:12, pages 1783-1791.
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S.M. Hosseini Sarkhosh, M. Hemmatabadi & A. Esteghamati. (2022) Development and validation of a risk score for diabetic kidney disease prediction in type 2 diabetes patients: a machine learning approach. Journal of Endocrinological Investigation 46:2, pages 415-423.
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Sigit Ari Saputro, Anuchate Pattanateepapon, Oraluck Pattanaprateep, Wichai Aekplakorn, Gareth J. McKay, John Attia & Ammarin Thakkinstian. (2022) External validation of prognostic models for chronic kidney disease among type 2 diabetes. Journal of Nephrology 35:6, pages 1637-1653.
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Sigit Ari Saputro, Oraluck Pattanaprateep, Anuchate Pattanateepapon, Swekshya Karmacharya & Ammarin Thakkinstian. (2021) Prognostic models of diabetic microvascular complications: a systematic review and meta-analysis. Systematic Reviews 10:1.
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