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Ziyang You

As seen in: Cambridge University Press & Assessment, Frontiers in Nutrition
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Articles by Ziyang You

Dietary potassium intake from different food sources and mortality in maintenance haemodialysis patients: a multicentre prospective cohort study

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By Chaoying Xia, Zhen Wen, Ziyang You
| Cambridge University Press & Assessment
References Bem, D, Sugrue, D, Wilding, B, et al. (2021) The effect of hyperkalemia and long inter-dialytic interval on morbidity and mortality in patients receiving hemodialysis: a systematic review. Ren Fail 43, 241–254.10.1080/0886022X.2020.1871012CrossRefGoogle ScholarPubMed Karaboyas, A, Robinson, BM, James, G, et al. (2021) Hyperkalemia excursions are associated with an increased risk of mortality and hospitalizations in hemodialysis patients.
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Prediction of long-term mortality in maintenance hemodialysis patients using machine learning survival models: a prospective multicenter study with SHAP-based interpretation

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By Xiao Gang Tian, Zhiqiang Peng, Yu Wang, Ziyang You, Shenglin Yang, Yumin Li, Yongxin Lu, Yanhong Zhao, Yaozhong Kong, Qijun Wan, Sheng Huang, Yan Liu, Aiqun Liu, Fanna Liu, Min Liang
| Frontiers in Nutrition
Abstract Background: Accurate and interpretable prediction of long-term mortality in maintenance hemodialysis (MHD) patients remains challenging. This study aimed to develop and externally validate machine learning survival models integrating clinical, nutritional, inflammatory, and anthropometric predictors. Methods: This prospective multicenter cohort included 1,129 MHD patients from eight dialysis centers in China.
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