AIMC Topic: Glucose Intolerance

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Conditional universal differential equations capture population dynamics and interindividual variation in c-peptide production.

NPJ systems biology and applications Jul 31, 2025
Universal differential equations (UDEs) are an emerging approach in biomedical systems biology, integrating physiology-driven mathematical models with machine learning for data-driven model discovery in areas where knowledge of the underlying physiol...
Humans Neural Networks, Computer Models, Biological C-Peptide Glucose Intolerance Machine Learning Diabetes Mellitus, Type 2 Systems Biology
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Predicting isolated impaired glucose tolerance without oral glucose tolerance test using machine learning in Chinese Han men.

Frontiers in endocrinology Apr 24, 2025
BACKGROUND: Isolated Impaired Glucose Tolerance (I-IGT) represents a specific prediabetic state that typically requires a standardized oral glucose tolerance test (OGTT) for diagnosis. This study aims to predict glucose tolerance status in Chinese Ha...
Glucose Intolerance Asian People Glucose Tolerance Test Middle Aged China Blood Glucose East Asian People Aged Predictive Value of Tests Aged, 80 and over Humans Male Machine Learning
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Simple Linear Support Vector Machine Classifier Can Distinguish Impaired Glucose Tolerance Versus Type 2 Diabetes Using a Reduced Set of CGM-Based Glycemic Variability Indices.

Journal of diabetes science and technology Mar 31, 2019
BACKGROUND: Many glycemic variability (GV) indices exist in the literature. In previous works, we demonstrated that a set of GV indices, extracted from continuous glucose monitoring (CGM) data, can distinguish between stages of diabetes progression. ...
Male Middle Aged Blood Glucose Diabetes Mellitus, Type 2 Support Vector Machine Reproducibility of Results Aged Adult Humans Algorithms Female Glucose Intolerance Glycemic Control Data Interpretation, Statistical Diagnosis, Differential Health Status Indicators Blood Glucose Self-Monitoring Datasets as Topic Predictive Value of Tests
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Temporal changes in plasma markers of oxidative stress following laparoscopic sleeve gastrectomy in subjects with impaired glucose regulation.

Surgery for obesity and related diseases : official journal of the American Society for Bariatric Surgery Aug 31, 2016
BACKGROUND: Laparoscopic sleeve gastrectomy (LSG) is an effective treatment for obesity and associated metabolic complications. Obesity and type 2 diabetes are associated with increased oxidative stress. Previous studies have examined changes in plas...
Postoperative Care Laparoscopy Gastrectomy Adult Diabetes Mellitus, Type 2 Glucose Intolerance Biomarkers Antioxidants Thiobarbiturates Female Humans Obesity, Morbid Middle Aged Young Adult Glucose Tolerance Test Blood Glucose Prospective Studies Oxidative Stress Homeostasis Male
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Artificial Intelligence Uncovered Clinical Factors for Cardiovascular Events in Myocardial Infarction Patients with Glucose Intolerance.

Cardiovascular drugs and therapy Aug 1, 2020
PURPOSE: Glucose intolerance (GI), defined as either prediabetes or diabetes, promotes cardiovascular events in patients with myocardial infarction (MI). Using the pooled clinical data from patients with MI and GI in the completed ABC and PPAR trials...
Coronary Artery Disease Myocardial Infarction Heart Failure Randomized Controlled Trials as Topic Percutaneous Coronary Intervention Angina, Stable Recurrence Glucose Intolerance Data Mining Natriuretic Peptide, Brain Proton Pump Inhibitors Hospitalization Aged Male Middle Aged Blood Glucose Retrospective Studies Female Risk Factors Biomarkers Prognosis Humans Artificial Intelligence Databases, Factual
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