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Risk of Microvascular Complications in Newly Diagnosed Type 2 Diabetes Patients Using Automated Machine Learning Prediction Models.
J Clin Med
December 2024
College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai P.O. Box 505055, United Arab Emirates.
In type 2 diabetes (T2D), collective damage to the eyes, kidneys, and peripheral nerves constitutes microvascular complications, which significantly affect patients' quality of life. This study aimed to prospectively evaluate the risk of microvascular complications in newly diagnosed T2D patients in Dubai, UAE. Supervised automated machine learning in the Auto-Classifier model of the IBM SPSS Modeler package was used to predict microvascular complications in a training data set of 348 long-term T2D patients with complications using 24 independent variables as predictors and complications as targets.
View Article and Find Full Text PDFAssociation between triglyceride-glucose index and risk of kidney stone: a Chinese population-based case-control study.
BMJ Open
November 2024
Department of Urology, Ruijin Hospital, Shanghai, China
Objective: To investigate the association between the triglyceride-glucose (TyG) index, a surrogate marker of insulin resistance and the risk of kidney stones (KSs) in a Chinese population.
Design: Case-control study.
Setting: Three Physical Examination Centers in Shanghai, China, between January 2020 and December 2022.
Habitual Dietary Patterns of Maintenance Haemodialysis Patients and the Relationship Between Malnutrition Risk-A Multicentre Cross-Sectional Diet Survey.
J Clin Nurs
November 2024
School of Nursing, Peking University, Beijing, China.
Article Synopsis
- A study aimed to identify dietary patterns among 232 maintenance haemodialysis patients and their link to malnutrition.
- The research revealed three distinct dietary patterns affected by factors like age, gender, and diabetes: one aligning with nutritional guidelines, one lacking energy and protein, and one linked to malnutrition.
- Recommendations for clinical practice include educating patients on dietary patterns rather than just nutrients and helping those at risk of malnutrition by promoting a balanced diet.
The practical operation and consequences of glucose measurement by pilots with diabetes.
Diabet Med
November 2024
CEDAR Centre, Royal Surrey County Hospital, Guildford, UK.
Evaluation of Antibiotic-Loaded Bone Cement in Treatment of Infected Diabetic Foot: Systematic Review and Meta-Analysis.
Diabetes Metab Res Rev
November 2024
Department of Orthopedic Surgery, Shanghai Sixth People's Hospital, JiaoTong University, Shanghai, China.
Background: Diabetic foot ulcer (DFU) is a common and complex complication in patients with diabetes mellitus. The study of antibiotic-loaded bone cement for the treatment of infected diabetic foot is limited. We aimed to assess the efficacy of antibiotic-loaded bone cement for the treatment of infected diabetic foot.
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