Using optimal subset regression to identify factors associated with insulin resistance and construct predictive models in the US adult population
R Gong, Y Liu, G Luo, J Yin, Z Xiao… - Endocrine …, 2022 - ec.bioscientifica.com
Background: In recent decades, with the development of the global economy and the
improvement of living standards, insulin resistance (IR) has become a common …
improvement of living standards, insulin resistance (IR) has become a common …
Establishment and Validation of a New Predictive Model for Insulin Resistance based on 2 Chinese Cohorts: A Cross‐Sectional Study
S Zhang, XC Wang, J Li, XH Wang… - International Journal …, 2022 - Wiley Online Library
Background. Visceral adiposity plays a key role in the development of insulin resistance (IR),
so surrogate index that can indicate visceral obesity may have higher predictive value for IR …
so surrogate index that can indicate visceral obesity may have higher predictive value for IR …
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 …
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 …
Development and validation of machine learning-augmented algorithm for insulin sensitivity assessment in the community and primary care settings: a population …
H Zhang, T Zeng, J Zhang, J Zheng, J Min… - Frontiers in …, 2024 - frontiersin.org
Objective Insulin plays a central role in the regulation of energy and glucose homeostasis,
and insulin resistance (IR) is widely considered as the “common soil” of a cluster of …
and insulin resistance (IR) is widely considered as the “common soil” of a cluster of …
Construction of a personalized insulin resistance risk assessment tool in xinjiang kazakhs based on lipid-and obesity-related indices
L Yu, Y Li, R Ma, H Guo, X Zhang, Y Yan… - … and Healthcare Policy, 2022 - Taylor & Francis
Purpose This study aimed to explore the relationship between obesity-and lipid-related
indices and insulin resistance (IR) and construct a personalized IR risk model for Xinjiang …
indices and insulin resistance (IR) and construct a personalized IR risk model for Xinjiang …
Development and validation of a nomogram to predict type 2 diabetes mellitus in overweight and obese adults: a prospective cohort study from 82938 adults in China
Q Liu, J Yuan, M Bakeyi, J Li, Z Zhang… - International Journal …, 2020 - Wiley Online Library
Background. The twin epidemic of overweight/obesity and type 2 diabetes mellitus (T2DM) is
a major public health problem globally, especially in China. Overweight/obese adults …
a major public health problem globally, especially in China. Overweight/obese adults …
[HTML][HTML] Discriminating insulin resistance in middle-aged nondiabetic women using machine learning approaches
The data was from the National Health and Nutrition Examination Survey (2007–2018). The
study subjects were 2084 nondiabetic women aged 45–64. The analysis included 48 …
study subjects were 2084 nondiabetic women aged 45–64. The analysis included 48 …
Surrogate indexes of insulin resistance and risk of metabolic syndrome in non-Hispanic White, non-Hispanic Black and Mexican American
IS Okosun, B Okosun, R Lyn, C Airhihenbuwa - Diabetes & Metabolic …, 2020 - Elsevier
Aim To compare the strength of associations between surrogate indexes of insulin
resistance (sIR) and risk of metabolic syndrome (MetS) in non-Hispanic White (NHW), non …
resistance (sIR) and risk of metabolic syndrome (MetS) in non-Hispanic White (NHW), non …
Usefulness of four surrogate indexes of insulin resistance in middle-aged population in Hefei, China
R Huang, Z Cheng, X Jin, X Yu, J Yu, Y Guo… - Annals of …, 2022 - Taylor & Francis
Objective Previous study have shown that lipid accumulation product (LAP), visceral
adiposity index (VAI), triglyceride/high-density lipoprotein cholesterol ratio (TG/HDL-C) and …
adiposity index (VAI), triglyceride/high-density lipoprotein cholesterol ratio (TG/HDL-C) and …
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