[HTML][HTML] Development and validation of an insulin resistance predicting model using a machine-learning approach in a population-based cohort in Korea

S Park, C Kim, X Wu - Diagnostics, 2022 - mdpi.com
Background: Insulin resistance is a common etiology of metabolic syndrome, but receiver
operating characteristic (ROC) curve analysis shows a weak association in Koreans. Using …

[PDF][PDF] Prediction of homeostasis model assessment of insulin resistance in Japanese subjects

M Negami, E Takahashi, H Otsuka… - Tokai J Exp Clin …, 2012 - researchgate.net
Objective: In our previous study, multivariate analysis showed that body mass index (BMI),
triglycerides (TG) levels, and systolic blood pressure (SBP), in addition to fasting plasma …

[HTML][HTML] Development and validation of an insulin resistance model for a population without diabetes mellitus and its clinical implication: a prospective cohort study

SF Tsai, CT Yang, WJ Liu, CL Lee - EClinicalMedicine, 2023 - thelancet.com
Background Insulin resistance (IR) is associated with diabetes mellitus, cardiovascular
disease (CV), and mortality. Few studies have used machine learning to predict IR in the …

[HTML][HTML] The cut-off values of surrogate measures for insulin resistance in the Korean population according to the Korean Genome and Epidemiology Study (KOGES)

B Kim, HY Choi, W Kim, C Ahn, J Lee, JG Kim, J Kim… - PLoS …, 2018 - journals.plos.org
Objective The current methods available for determining insulin resistance are complicated;
hence, they are only applicable to small-scale studies. Therefore, this study aimed to classify …

[PDF][PDF] Identification of insulin resistance in subjects with normal glucose tolerance

JD Lin, JB Chang, CZ Wu, D Pei, CH Hsieh… - Ann Acad Med …, 2014 - annals.edu.sg
Introduction: Decreased insulin action (insulin resistance) is crucial in the pathogenesis of
type 2 diabetes. Decreased insulin action can even be found in normoglycaemic patients …

Homeostasis model assessment of insulin resistance in a general adult population in Korea: additive association of sarcopenia and obesity with insulin resistance

SS Kwon, SG Lee, Y Lee, JB Lim… - Clinical …, 2017 - Wiley Online Library
Background Insulin resistance (IR) is a major factor associated with type 2 diabetes. Using
homeostasis model assessment of insulin resistance (HOMA‐IR), we aimed to elucidate the …

[PDF][PDF] Cutoff values of surrogate measures of insulin resistance for metabolic syndrome in Korean non-diabetic adults

S Lee, S Choi, HJ Kim, YS Chung… - Journal of Korean …, 2006 - synapse.koreamed.org
We investigated the cutoff values of surrogate of insulin resistance for diagnosing metabolic
syndrome in Korean adults. The data from 976 non-diabetic individuals (484 men and 492 …

Prevalence of insulin resistance and cardiometabolic risk in Korean children and adolescents: a population-based study

KH Yi, JS Hwang, EY Kim, SH Lee, DH Kim… - Diabetes research and …, 2014 - Elsevier
Aims We aimed to establish normal reference values of serum insulin and the homeostasis
model assessment of insulin resistance (HOMA-IR). We also aimed to verify HOMA-IR “cut …

[HTML][HTML] Insulin resistance distribution and cut-off value in Koreans from the 2008-2010 Korean National Health and Nutrition Examination Survey

KJ Yun, K Han, MK Kim, YM Park, KH Baek, KH Song… - PLoS …, 2016 - journals.plos.org
Background We sought to identify the distribution and cut-off value of the 'homeostasis
model assessment of insulin resistance'(HOMA-IR) according to gender and menopausal …

[HTML][HTML] The definition of insulin resistance using HOMA-IR for Americans of Mexican descent using machine learning

HQ Qu, Q Li, AR Rentfro, SP Fisher-Hoch… - PloS one, 2011 - journals.plos.org
Objective The lack of standardized reference range for the homeostasis model assessment-
estimated insulin resistance (HOMA-IR) index has limited its clinical application. This study …