[HTML][HTML] Quantification of diabetes comorbidity risks across life using nation-wide big claims data

P Klimek, A Kautzky-Willer, A Chmiel… - PLoS computational …, 2015 - journals.plos.org
Despite substantial progress in the study of diabetes, important questions remain about its
comorbidities and clinical heterogeneity. To explore these issues, we develop a framework …

Population-level prediction of type 2 diabetes from claims data and analysis of risk factors

N Razavian, S Blecker, AM Schmidt, A Smith-McLallen… - Big Data, 2015 - liebertpub.com
We present a new approach to population health, in which data-driven predictive models are
learned for outcomes such as type 2 diabetes. Our approach enables risk assessment from …

Comorbid hypertension and diabetes among US women of reproductive age: prevalence and disparities

LE Britton, DC Berry, JM Hussey - Journal of Diabetes and its …, 2018 - Elsevier
Aims Diabetes is associated with significant pregnancy complications, which can be further
exacerbated by comorbid hypertension. Racial/ethnic differentials in the burden of comorbid …

[HTML][HTML] Variations in comorbidity burden in people with type 2 diabetes over disease duration: A population-based analysis of real world evidence

J Pearson-Stuttard, S Holloway, R Polya, R Sloan… - …, 2022 - thelancet.com
Background The prevalence of type 2 diabetes (T2DM) is increasing, but increasing
longevity among persons with diagnosed diabetes may be is associated with more …

[HTML][HTML] Nationwide prediction of type 2 diabetes comorbidities

P Dworzynski, M Aasbrenn, K Rostgaard, M Melbye… - Scientific reports, 2020 - nature.com
Identification of individuals at risk of developing disease comorbidities represents an
important task in tackling the growing personal and societal burdens associated with chronic …

[PDF][PDF] Sex-specific risks for cardiovascular disease across the glycaemic spectrum: a population-based cohort study using the UK Biobank

CT Rentsch, V Garfield, R Mathur… - The Lancet Regional …, 2023 - thelancet.com
Background We sought to examine sex-specific risks for incident cardiovascular disease
(CVD) across the full glycaemic spectrum. Methods Using data from UK Biobank, we …

[HTML][HTML] Diabetes in US women on the rise independent of increasing BMI and other risk factors; a trend investigation of serial cross-sections

A Ibe, TC Smith - BMC public health, 2014 - Springer
Background The epidemic of diabetes continues leaving an enormous and growing burden
of chronic disease to public health. This study investigates this growing burden of diabetes …

Association of spousal diabetes status and ideal cardiovascular health metrics with risk of incident diabetes among Chinese adults

Z Zhao, Q Cao, J Lu, H Lin, Z Gao, M Xu, Y Xu… - JAMA Network …, 2023 - jamanetwork.com
Importance Spouses share common socioeconomic, environmental, and lifestyle factors,
and multiple studies have found that spousal diabetes status was associated with diabetes …

Predictive models to assess risk of type 2 diabetes, hypertension and comorbidity: machine-learning algorithms and validation using national health data from Kuwait …

B Farran, AM Channanath, K Behbehani… - BMJ open, 2013 - bmjopen.bmj.com
Objective We build classification models and risk assessment tools for diabetes,
hypertension and comorbidity using machine-learning algorithms on data from Kuwait. We …

[HTML][HTML] Multimorbidity, mortality, and HbA1c in type 2 diabetes: A cohort study with UK and Taiwanese cohorts

JI Chiang, P Hanlon, TC Li, BD Jani… - PLoS …, 2020 - journals.plos.org
Background There is emerging interest in multimorbidity in type 2 diabetes (T2D), which can
be either concordant (T2D related) or discordant (unrelated), as a way of understanding the …