Social determinants in machine learning cardiovascular disease prediction models: a systematic review

Y Zhao, EP Wood, N Mirin, SH Cook… - American journal of …, 2021 - Elsevier
Introduction Cardiovascular disease is the leading cause of death worldwide, and
cardiovascular disease burden is increasing in low-resource settings and for lower …

SCORE2 risk prediction algorithms: new models to estimate 10-year risk of cardiovascular disease in Europe

European heart journal, 2021 - academic.oup.com
Aims The aim of this study was to develop, validate, and illustrate an updated prediction
model (SCORE2) to estimate 10-year fatal and non-fatal cardiovascular disease (CVD) risk …

The association of depressive symptoms with cardiovascular and all-cause mortality in Central and Eastern Europe: prospective results of the HAPIEE study

M Kozela, M Bobak, A Besala, A Micek… - European journal of …, 2016 - academic.oup.com
Background Studies in western populations have shown a positive association between
depression and cardiovascular disease (CVD) and all-cause mortality. The association with …

[HTML][HTML] HMG-coenzyme A reductase inhibition, type 2 diabetes, and bodyweight: evidence from genetic analysis and randomised trials

DI Swerdlow, D Preiss, KB Kuchenbaecker… - The Lancet, 2015 - thelancet.com
Background Statins increase the risk of new-onset type 2 diabetes mellitus. We aimed to
assess whether this increase in risk is a consequence of inhibition of 3-hydroxy-3 …

Excess mortality after hip fracture in elderly persons from Europe and the USA: the CHANCES project

M Katsoulis, V Benetou, T Karapetyan… - Journal of internal …, 2017 - Wiley Online Library
Background Hip fractures are associated with diminished quality of life and survival
especially amongst the elderly. Objective All‐cause mortality after hip fracture was …

[HTML][HTML] The interleukin-6 receptor as a target for prevention of coronary heart disease: a mendelian randomisation analysis

… -6 Receptor Mendelian Randomisation Analysis (IL6R … - The Lancet, 2012 - Elsevier
BACKGROUND: A high circulating concentration of interleukin 6 is associated with
increased risk of coronary heart disease. Blockade of the interleukin-6 receptor (IL6R) with a …

Vitamin D and mortality: meta-analysis of individual participant data from a large consortium of cohort studies from Europe and the United States

B Schöttker, R Jorde, A Peasey, B Thorand… - Bmj, 2014 - bmj.com
Objective To investigate the association between serum 25-hydroxyvitamin D concentrations
(25 (OH) D) and mortality in a large consortium of cohort studies paying particular attention …

Accessibility and use of urban green spaces, and cardiovascular health: findings from a Kaunas cohort study

A Tamosiunas, R Grazuleviciene, D Luksiene… - Environmental …, 2014 - Springer
Background The aims of this study were to explore associations of the distance and use of
urban green spaces with the prevalence of cardiovascular diseases (CVD) and its risk …

[HTML][HTML] Job insecurity and health: A study of 16 European countries

KD László, H Pikhart, MS Kopp, M Bobak… - Social science & …, 2010 - Elsevier
Although the number of insecure jobs has increased considerably over the recent decades,
relatively little is known about the health consequences of job insecurity, their international …

[HTML][HTML] Estimated dietary intake and major food sources of polyphenols in the Polish arm of the HAPIEE study

G Grosso, U Stepaniak, R Topor-Mądry, K Szafraniec… - Nutrition, 2014 - Elsevier
Objective The aim of this study was to estimate the intake of known individual polyphenols
and their major dietary sources in the Polish arm of the HAPIEE (Health, Alcohol and …