Machine learning tools for long-term type 2 diabetes risk prediction

N Fazakis, O Kocsis, E Dritsas, S Alexiou… - ieee …, 2021‏ - ieeexplore.ieee.org
A steady rise has been observed in the percentage of elderly people who want and are still
able to contribute to society. Therefore, early retirement or exit from the labour market, due to …

Lifestyle-related habits and factors before and after cardiovascular diagnosis: a case control study among 2,548 Swedish individuals

A Lönn, LV Kallings, G Andersson, S Paulsson… - International Journal of …, 2023‏ - Springer
Background Healthy lifestyle habits are recommended in prevention of cardiovascular
disease (CVD). However, there is limited knowledge concerning the change in lifestyle …

Proteinuria and the risk of Incident atrial fibrillation according to glycemic stages: a nationwide population-based cohort study

M Yeo, SR Lee, EK Choi, JM Choi, KY Lee… - Cardiovascular …, 2025‏ - Springer
Background Diabetes mellitus (DM) and proteinuria each independently raise the risk of
atrial fibrillation (AF). We aimed to investigate the relationship between proteinuria and the …

Health behaviors in major chronic diseases patients: trends and regional variations analysis, 2008–2017, Korea

YJ Jeon, J Pyo, YK Park, M Ock - BMC Public Health, 2020‏ - Springer
Background Improving the health behaviors of those with chronic diseases such as
hypertension and diabetes is important for disease management. Few in-depth studies have …

Longitudinal clustering of health behaviours and their association with multimorbidity in older adults in England: A latent class analysis

A Suhag, TL Webb, J Holmes - Plos one, 2024‏ - journals.plos.org
Background Health-risk behaviours such as smoking, unhealthy nutrition, alcohol
consumption, and physical inactivity (termed SNAP behaviours) are leading risk factors for …

A diagnosis of diabetes and health behavior maintenance in middle-aged and older adults in the United States: The role of self-efficacy and social support

W Qin - Preventive Medicine, 2022‏ - Elsevier
The present study aims to investigate the relationship between a diagnosis of diabetes and
the maintenance of health behaviors, and whether self-efficacy and social support moderate …

Can the delivery of behavioural support be improved in the NHS England Low‐Calorie Diet Programme? An observational study of behaviour change techniques

TS Evans, KJ Drew, J McKenna, P Dhir… - Diabetic …, 2024‏ - Wiley Online Library
Background Previous research has illustrated a drift in the fidelity of behaviour change
techniques (BCTs) during the design of the pilot NHS England Low‐Calorie Diet (NHS …

[HTML][HTML] Personalised nutritional recommendations based on individual post-prandial glycaemic responses improve glycaemic metrics and PROMs in patients with …

M Ungersboeck, X Tang, V Neeff, D Steele, P Grimm… - Nutrients, 2022‏ - mdpi.com
The recommended first-line therapy in type 2 diabetes (T2D) is lifestyle modification. In many
patients, such interventions fail, and disease progresses inexorably to medication …

[HTML][HTML] Gait characteristics and cognitive function in middle-aged adults with and without type 2 diabetes mellitus: Data from ENBIND

PMR Herings, AH Dyer, SP Kennelly, S Reid, I Killane… - Sensors, 2022‏ - mdpi.com
Type 2 Diabetes Mellitus (T2DM) in midlife is associated with a greater risk of dementia in
later life. Both gait speed and spatiotemporal gait characteristics have been associated with …