AIMC Topic: Glycated Hemoglobin

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Learning Effective Treatment Pathways for Type-2 Diabetes from a clinical data warehouse.

AMIA ... Annual Symposium proceedings. AMIA Symposium Feb 10, 2017
Treatment guidelines for management of type-2 diabetes mellitus (T2DM) are controversial because existing evidence from randomized clinical trials do not address many important clinical questions. Data from Electronic Medical Records (EMRs) has been ...
Consolidation Chemotherapy Hypoglycemic Agents Humans Glycated Hemoglobin Sitagliptin Phosphate Machine Learning Aged Metformin Electronic Health Records Adult Proportional Hazards Models Female Male Critical Pathways Middle Aged Diabetes Mellitus, Type 2
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Raman spectroscopy and PCA-SVM as a non-invasive diagnostic tool to identify and classify qualitatively glycated hemoglobin levels in vivo.

Journal of biophotonics Dec 23, 2016
In this study we identify and classify high and low levels of glycated hemoglobin (HbA1c) in healthy volunteers (HV) and diabetic patients (DP). Overall, 86 subjects were evaluated. The Raman spectrum was measured in three anatomical regions of the b...
Humans Algorithms Sensitivity and Specificity Case-Control Studies Spectrum Analysis, Raman Support Vector Machine Diabetes Mellitus Principal Component Analysis Glycated Hemoglobin
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Carotid Intima-Media Thickness and Visit-to-Visit HbA1c Variability Predict Progression of Chronic Kidney Disease in Type 2 Diabetic Patients with Preserved Kidney Function.

Journal of diabetes research Dec 20, 2016
. Subclinical atherosclerosis and long-term glycemic variability have been reported to predict incident chronic kidney disease (CKD) in the general population. However, these associations have not been investigated in patients with type 2 diabetes wi...
Carotid Intima-Media Thickness Humans Diabetes Mellitus, Type 2 Female Male Diabetic Nephropathies Risk Factors Middle Aged Renal Insufficiency, Chronic Aged Disease Progression Glycated Hemoglobin Blood Glucose Atherosclerosis
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Patient-level meta-analysis of efficacy and hypoglycaemia in people with type 2 diabetes initiating insulin glargine 100U/mL or neutral protamine Hagedorn insulin analysed according to concomitant oral antidiabetes therapy.

Diabetes research and clinical practice Nov 9, 2016
AIMS: Evaluate efficacy and hypoglycaemia according to concomitant oral antidiabetes drug (OAD) in people with type 2 diabetes initiating insulin glargine 100U/mL (Gla-100) or neutral protamine Hagedorn (NPH) insulin once daily.
Randomized Controlled Trials as Topic Humans Sulfonylurea Compounds Incidence Drug Therapy, Combination Glycated Hemoglobin Diabetes Mellitus, Type 2 Weight Gain Insulin Glargine Female Hypoglycemic Agents Clinical Trials, Phase III as Topic Hypoglycemia Male Treatment Outcome Clinical Trials, Phase IV as Topic Administration, Oral Insulin, Isophane
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Prediction of Incident Diabetes in the Jackson Heart Study Using High-Dimensional Machine Learning.

PloS one Oct 11, 2016
Statistical models to predict incident diabetes are often based on limited variables. Here we pursued two main goals: 1) investigate the relative performance of a machine learning method such as Random Forests (RF) for detecting incident diabetes in ...
Adult Male Middle Aged Blood Glucose Incidence Humans Machine Learning Biomarkers Female Aged Adiponectin Glycated Hemoglobin Triglycerides Leptin Diabetes Mellitus, Type 2 Black or African American Waist Circumference Models, Theoretical Demography Cholesterol, HDL Follow-Up Studies Anthropometry C-Reactive Protein
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Long-term clinical and functional impact of biliopancreatic diversion on type 2 diabetes in morbidly and non-morbidly obese patients.

Surgery for obesity and related diseases : official journal of the American Society for Bariatric Surgery Dec 10, 2015
SETTING: Obesity surgery has been proposed as a treatment option for diabetic patients with body mass index (BMI)<35 kg/m(2), but the efficacy of metabolic surgery has not been conclusively determined.
Humans Prospective Studies Female Aged Adult Postoperative Care Male Glycated Hemoglobin Insulin Middle Aged Insulin Secretion Diabetes Mellitus, Type 2 Weight Loss Insulin-Secreting Cells Body Mass Index Blood Glucose Biliopancreatic Diversion Obesity
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Metabolic parameters in type 2 diabetic patients with varying degrees of glycemic control during Ramadan: An observational study.

Journal of diabetes investigation Jun 17, 2015
AIMS/INTRODUCTION: The changes in metabolic parameters in type 2 diabetic patients who fast during Ramadan have not been studied in Singapore. This study aimed to examine the trends of glycated hemoglobin (HbA1c), systolic blood pressure, low-density...
Glycated Hemoglobin Humans Retrospective Studies Islam Female Glycemic Index Aged Male Middle Aged Fasting Blood Glucose Diabetes Mellitus, Type 2 Singapore
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Diabetes knowledge in young adults: associations with hemoglobin A1C.

Families, systems & health : the journal of collaborative family healthcare Jan 19, 2015
The purpose of this study was to quantify associations between hemoglobin A1C (A1C) and diabetes knowledge score using an assessment tool developed to evaluate the level of diabetes knowledge in young adults with Type 1 diabetes (T1DM) and their pare...
Health Knowledge, Attitudes, Practice Diabetes Mellitus, Type 1 Glycated Hemoglobin Knowledge Bases Caregivers Male Surveys and Questionnaires Adolescent Blood Glucose Humans Female Young Adult
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Effectiveness of AI-driven interventions in glycemic control: A systematic review and meta-analysis of randomized controlled trials.

Primary care diabetes Aug 1, 2025
This systematic review aims to assess the effectiveness of AI-Driven Decision Support Systems in improving glycemic control, measured by Time in Range (TIR) and HbA1c levels, in patients with diabetes. Included studies were randomized controlled tria...
Diabetes Mellitus, Type 2 Hypoglycemic Agents Treatment Outcome Diabetes Mellitus Randomized Controlled Trials as Topic Glycated Hemoglobin Glycemic Control Biomarkers Female Male Blood Glucose Decision Support Systems, Clinical Humans
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Predictive factors of hypoglycemia in type 2 diabetes: a prospective study using machine learning.

Scientific reports May 25, 2025
Hypoglycemia is a serious complication in individuals with type 2 diabetes mellitus. Identifying who is most at risk remains challenging due to the non-linear relationships between hypoglycemia and its associated risk factors. The objective of this s...
Machine Learning Prospective Studies Female Risk Factors Aged Humans Diabetes Mellitus, Type 2 Hypoglycemic Agents Glycated Hemoglobin Hypoglycemia Adult Blood Glucose Self-Monitoring Male Middle Aged Blood Glucose Insulin
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