Cargando…

Application of machine learning techniques to understand ethnic differences and risk factors for incident chronic kidney disease in Asians

INTRODUCTION: Chronic kidney disease (CKD) is increasing in Asia, but there are sparse data on incident CKD among different ethnic groups. We aimed to describe the incidence and risk factors associated with CKD in the three major ethnic groups in Asia: Chinese, Malays and Indians. RESEARCH DESIGN AN...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lim, Cynthia Ciwei, He, Feng, Li, Jialiang, Tham, Yih Chung, Tan, Chieh Suai, Cheng, Ching-Yu, Wong, Tien-Yin, Sabanayagam, Charumathi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BMJ Publishing Group 2021
Materias:	Cardiovascular and Metabolic Risk
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8710867/ https://www.ncbi.nlm.nih.gov/pubmed/34952839 http://dx.doi.org/10.1136/bmjdrc-2021-002364

Ejemplares similares

Impact of type 2 diabetes and microvascular complications on mortality and cardiovascular outcomes in a multiethnic Asian population
por: Yap, Jonathan, et al.
Publicado: (2021)

A deep learning system for retinal vessel calibre improves cardiovascular risk prediction in Asians with chronic kidney disease
por: Lim, Cynthia Ciwei, et al.
Publicado: (2023)

Ethnic differences in the incidence of pterygium in a multi-ethnic Asian population: the Singapore Epidemiology of Eye Diseases Study
por: Fang, Xiao Ling, et al.
Publicado: (2021)

Association of Acculturation Levels and Prevalence of Diabetes in the Multi-Ethnic Study of Atherosclerosis (MESA)
por: Kandula, Namratha R., et al.
Publicado: (2008)

Plasma Adiponectin Does Not Correlate With Insulin Resistance and Cardiometabolic Variables in Nondiabetic Asian Indian Teenagers
por: Snehalatha, Chamukuttan, et al.
Publicado: (2008)

Ethnic differences in prevalence of actionable HbA1c levels in UK Biobank: implications for screening
por: Anderson, Jana J, et al.
Publicado: (2021)

Circulating Metabolites and Cardiovascular Disease in Asians with Chronic Kidney Disease
por: Cai, Jiashen, et al.
Publicado: (2023)

Multiple sleep dimensions and type 2 diabetes risk among women in the Sister Study: differences by race/ethnicity
por: McWhorter, Ketrell L, et al.
Publicado: (2019)

Incidence of type 2 diabetes in familial combined hyperlipidemia
por: Brouwers, Martijn C G J, et al.
Publicado: (2020)

Incidence and determinants of hypophosphatemia in diabetic ketoacidosis: an observational study
por: van der Vaart, Amarens, et al.
Publicado: (2021)

Developing a health economic model for Asians with type 2 diabetes based on the Japan Diabetes Complications Study and the Japanese Elderly Diabetes Intervention Trial
por: Tanaka, Shiro, et al.
Publicado: (2021)

A Body shape index significantly predicts MRI-defined abdominal adipose tissue depots in non-obese Asian Indians with type 2 diabetes mellitus
por: Anoop, Shajith, et al.
Publicado: (2020)

Incidence of atrial fibrillation in elderly patients with type 2 diabetes mellitus
por: Matsumoto, Chisa, et al.
Publicado: (2022)

Ethnic differences in serum lipids and lipoproteins in overweight/obese African-American and white American women with pre-diabetes: significance of NMR-derived lipoprotein particle concentrations and sizes
por: Gaillard, Trudy, et al.
Publicado: (2016)

Prevalence of the Metabolic Syndrome Among a Racially/Ethnically Diverse Group of U.S. Eighth-Grade Adolescents and Associations With Fasting Insulin and Homeostasis Model Assessment of Insulin Resistance Levels
Publicado: (2008)

Falls and Recurrent Falls among Adults in A Multi-ethnic Asian Population: The Singapore Epidemiology of Eye Diseases Study
por: Dai, Wei, et al.
Publicado: (2018)

Kidney Failure Trends in People with Diabetes: The Looming Epidemic
por: Sabanayagam, Charumathi, et al.
Publicado: (2021)

Metabolic Syndrome and Risk for Incident Alzheimer's Disease or Vascular Dementia: The Three-City Study
por: Raffaitin, Christelle, et al.
Publicado: (2009)

Relation of Lipoprotein(a) Levels to Incident Type 2 Diabetes and Modification by Alirocumab Treatment
por: Schwartz, Gregory G., et al.
Publicado: (2021)

Immunoglobulin G N-Glycosylation Signatures in Incident Type 2 Diabetes and Cardiovascular Disease
por: Birukov, Anna, et al.
Publicado: (2022)

Lipid accumulation product (LAP) as a potential index to predict risk of insulin resistance in young, non-obese Asian Indian males from Southern India: observations from hyperinsulinemic-euglycemic clamp studies
por: Anoop S, Shajith, et al.
Publicado: (2021)

Sex Differences in Diabetes and Risk of Incident Coronary Artery Disease in Healthy Young and Middle-Aged Adults
por: Kalyani, Rita Rastogi, et al.
Publicado: (2014)

Incidence of diabetes mellitus and factors associated with its development in HIV-positive patients over the age of 50
por: Samad, Faizal, et al.
Publicado: (2017)

Advanced Glycation End Products, Oxidation Products, and Incident Cardiovascular Events in Patients With Type 2 Diabetes
por: Koska, Juraj, et al.
Publicado: (2018)

Derivation and External Validation of a Clinical Model to Predict Heart Failure Onset in Patients With Incident Diabetes
por: Sun, Louise Y., et al.
Publicado: (2022)

Adipokines and Incident Type 2 Diabetes in a Canadian Aborigine Population: The Sandy Lake Health and Diabetes Project
por: Ley, Sylvia H., et al.
Publicado: (2008)

Use of an electronic health record to identify prevalent and incident cardiovascular disease in type 2 diabetes according to treatment strategy
por: Korytkowski, Mary T, et al.
Publicado: (2016)

High-Sensitivity Cardiac Troponin T (hs-cTnT) as a Predictor of Incident Diabetes in the Atherosclerosis Risk in Communities Study
por: Whelton, Seamus P., et al.
Publicado: (2017)

Trimethylamine N-oxide and incident atherosclerotic events in high-risk individuals with diabetes: an ACCORD trial post hoc analysis
por: Cardona, Andrea, et al.
Publicado: (2019)

Trigger finger is associated with risk of incident cardiovascular disease in individuals with type 2 diabetes: a retrospective cohort study
por: Mineoka, Yusuke, et al.
Publicado: (2021)

Use of oral diabetes medications and the risk of incident dementia in US veterans aged ≥60 years with type 2 diabetes
por: Tang, Xin, et al.
Publicado: (2022)

Prevalence, incidence and predictors of cardiovascular risk factors: longitudinal data from rural and urban South India and comparison with global data
por: Vasan, Senthil K, et al.
Publicado: (2020)

Proinsulin to insulin ratio is associated with incident type 2 diabetes but not with vascular complications in the KORA F4/FF4 study
por: Then, Cornelia, et al.
Publicado: (2020)

Insulin-sensitive and insulin-resistant obese and non-obese phenotypes: role in prediction of incident pre-diabetes in a longitudinal biracial cohort
por: Owei, Ibiye, et al.
Publicado: (2017)

The combined effect of visit-to-visit variability in HbA1c and systolic blood pressure on the incidence of cardiovascular events in patients with type 2 diabetes
por: Takao, Toshiko, et al.
Publicado: (2015)

Association of Metabolic Syndrome With Incident Dementia: Role of Number and Age at Measurement of Components in a 28-Year Follow-up of the Whitehall II Cohort Study
por: Machado-Fragua, Marcos D., et al.
Publicado: (2022)

Characteristics Associated With Decreased or Increased Mortality Risk From Glycemic Therapy Among Patients With Type 2 Diabetes and High Cardiovascular Risk: Machine Learning Analysis of the ACCORD Trial
por: Basu, Sanjay, et al.
Publicado: (2018)

Addressing practical issues of predictive models translation into everyday practice and public health management: a combined model to predict the risk of type 2 diabetes improves incidence prediction and reduces the prevalence of missing risk predictions
por: Vettoretti, Martina, et al.
Publicado: (2020)

Six-Year Incidence of Visual Impairment in a Multiethnic Asian Population: The Singapore Epidemiology of Eye Diseases Study
por: Lim, Zhi Wei, et al.
Publicado: (2023)

Abdominal obesity and hypertension are correlated with health-related quality of life in Taiwanese adults with metabolic syndrome
por: Chen, Sue-Hsien, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_ptlp5k9cdh5uqapcdfl33rfpn2