Abbreviations DPP-4: Dipeptidylpeptidase-4 GIP: Glucose-dependent insulinotropic polypeptide GLP-1: Glucagon-like peptide-1 HbA1C: Hemoglobin A1C HDL-C: High-density lipoprotein cholesterol LDL-C: Low-density lipoprotein cholesterol T2DM: Type 2 diabetes mellitus References Elrick H, Stimmler L, Hlad CJ, Arai Y
Logistic regression has similar performance to optimised machine learning algorithms in a clinical setting: Application to the discrimination between type 1 and type 2 diabetes in young adults
Furthermore, it has demonstrated favorable renal effects, including improvements in eGFR and reductions in the urinary albumin-to-creatinine ratio, reflecting enhanced kidney function [Table 4]
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However, such applications have been documented only in case reports, and there currently exists a dearth of robust clinical trial data to substantiate their efficacy in the management of RP [12]