AIMC Topic: Glucose Tolerance Test

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Early gestational diabetes mellitus risk predictor using neural network with NearMiss.

Gynecological endocrinology : the official journal of the International Society of Gynecological Endocrinology Dec 1, 2025
BACKGROUND: Gestational diabetes mellitus (GDM) is globally recognized as a significant pregnancy-related condition, contributing to complex complications for both mothers and infants. Traditional glucose tolerance tests lack the ability to identify ...
Neural Networks, Computer Pregnancy Female Humans Risk Assessment Diabetes, Gestational Risk Factors Glucose Tolerance Test Adult
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Development and validation of a machine learning-based model to predict isolated post-challenge hyperglycemia in middle-aged and elder adults: Analysis from a multicentric study.

Diabetes/metabolism research and reviews Jul 1, 2024
INTRODUCTION: Due to the high cost and complexity, the oral glucose tolerance test is not adopted as the screening method for identifying diabetes patients, which leads to the misdiagnosis of patients with isolated post-challenge hyperglycemia (IPH),...
Algorithms Biomarkers Prognosis Humans Machine Learning Glucose Tolerance Test Blood Glucose Diabetes Mellitus, Type 2 Female Longitudinal Studies Male Aged Hyperglycemia Middle Aged Follow-Up Studies China
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Fuzzy Gaussian Lasso clustering with application to cancer data.

Mathematical biosciences and engineering : MBE Sep 30, 2019
Recently, Yang et al. (2019) proposed a fuzzy model-based Gaussian (F-MB-Gauss) clustering that combines a model-based Gaussian with fuzzy membership functions for clustering. In this paper, we further consider the F-MB-Gauss clustering with the leas...
Pattern Recognition, Automated Normal Distribution Leukemia Colonic Neoplasms Glucose Tolerance Test Image Processing, Computer-Assisted Fuzzy Logic Models, Statistical Signal Processing, Computer-Assisted Cluster Analysis Male Neoplasms Blood Glucose Female Humans Breast Neoplasms Algorithms
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GESTATIONAL DIABETES MELLITUS SEEMS TO BE ASSOCIATED WITH INFLAMMATION.

Acta clinica Croatica Dec 1, 2015
The aim of this study was to investigate whether gestational diabetes mellitus (GDM) is associated with inflammation by comparing serum levels of human chitinase-3-like pro- tein 1 (YKL-40), neutrophil/lymphocyte ratio (NLR) and platelet/lymphocyte r...
Diabetes, Gestational Adult Glycoproteins Glucose Tolerance Test Chitinase-3-Like Protein 1 Female Case-Control Studies Humans Lymphocytes Adipokines Lectins Young Adult Neutrophils Pregnancy Blood Glucose Body Mass Index
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The Effect of Vitamin D Supplementation on Metabolic Phenotypes in Thais with Prediabetes.

Journal of the Medical Association of Thailand = Chotmaihet thangphaet Dec 1, 2015
OBJECTIVE: To investigate the effects of vitamin D supplement for three months on anthropometric and glucose homeostatic measures in Thai adults with impaired fasting glucose (IFG) and/or impaired glucose tolerance (IGT).
Dietary Supplements Regression Analysis Vitamins Calcifediol Drug Monitoring Middle Aged Insulin Resistance Treatment Outcome Adult Male Cholecalciferol Prediabetic State Biological Availability Ergocalciferols Humans Asian People Glucose Tolerance Test Phenotype Tandem Mass Spectrometry Anthropometry Female
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