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Background: Diabetic complications are related to impaired glycemic control. The UK Prospective Diabetes Study (UKPDS) showed that metformin therapy in overweight and obese patients with type 2 diabetes mellitus (T2DM) could reduce HbA1c and complications.
Masood Javed+2 more
openaire +2 more sources
Khat Chewing and Type 2 Diabetes Mellitus
Mohammed Badedi,1 Hussain Darraj,1 Abdulrahman Hummadi,1 Abdullah Najmi,2 Yahiya Solan,1 Ibrahim Zakry,1 Abdullah Khawaji,1 Sayedah Zaylai,1 Norah Rajeh,1 Hassan Alhafaf,1 Wali Hakami,1 Awaji Bakkari,1 Maryam Kriry,1 Abdulraheem Dagreri,1 Ebrahim Haddad1
Badedi M+14 more
doaj
Local Interpretability of Calibrated Prediction Models: A Case of Type 2 Diabetes Mellitus Screening Test [PDF]
Machine Learning (ML) models are often complex and difficult to interpret due to their 'black-box' characteristics. Interpretability of a ML model is usually defined as the degree to which a human can understand the cause of decisions reached by a ML model. Interpretability is of extremely high importance in many fields of healthcare due to high levels
arxiv
Glycemic Variability and Type 2 Diabetes Mellitus [PDF]
Aim: The purpose of the present study was to quantify glucose variability in type 2 diabetic patients and establishing relationship with cardiometabolic parameters and type of glucose-lowering treatment.
Nicolae HÂNCU+2 more
doaj
Vitamin D in Type 2 Diabetes Mellitus [PDF]
None.
Sandra Martínez-Pizarro
doaj +1 more source
Diabetes mellitus type-2 (DM-2) contributes to atherogenesis by inducing endothelial cell injury and dysfunction. Endothelial progenitor cells (EPCs) are essential to blood vessel formation, can differentiate into mature endothelial cells, and promote ...
Saher Hamed, B. Brenner, A. Roguin
semanticscholar +1 more source
Genetic framework of type 2 diabetes mellitus
More than 100 genes associated with the risk of type 2 diabetes mellitus (T2DM) are now established. Most of them affect insulin secretion, adipogenesis and insulin resistance, but the exact molecular mechanisms determining their involvement in the ...
Irina Arkad'evna Bondar'+1 more
doaj +1 more source
Information Seeking and Information Processing Behaviors Among Type 2 Diabetics [PDF]
Effective patient education is critical for managing Type 2 Diabetes Mellitus (T2DM), one of the most common chronic diseases in the United States. While some studies focus on the information-seeking behavior of T2DM patients, other self-education behaviors including information processing and utilization are rarely explored in the context of T2DM ...
arxiv
Exploring Biomarker Relationships in Both Type 1 and Type 2 Diabetes Mellitus Through a Bayesian Network Analysis Approach [PDF]
Understanding the complex relationships of biomarkers in diabetes is pivotal for advancing treatment strategies, a pressing need in diabetes research. This study applies Bayesian network structure learning to analyze the Shanghai Type 1 and Type 2 diabetes mellitus datasets, revealing complex relationships among key diabetes-related biomarkers.
arxiv
Estimation and svm classification of glucose-insulin model parameters from OGTT data. An aid for diabetes diagnostics [PDF]
In the Oral Glucose Tolerance Test (OGTT), a patient, after an overnight fast ingests a load of glucose. Then measurements of glucose concentration are taken every 30 minutes during two hours. The test is used to aid diagnosis of diabetes, namely, type 2 diabetes mellitus and glucose intolerance.
arxiv