[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 …
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 …
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 …
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)
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 …
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 …
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
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 …
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
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 …
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 …
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
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 …
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
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 …
estimated insulin resistance (HOMA-IR) index has limited its clinical application. This study …
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