Machine learning in mental health: a scoping review of methods and applications
BackgroundThis paper aims to synthesise the literature on machine learning (ML) and big
data applications for mental health, highlighting current research and applications in …
data applications for mental health, highlighting current research and applications in …
Social determinants in machine learning cardiovascular disease prediction models: a systematic review
Introduction Cardiovascular disease is the leading cause of death worldwide, and
cardiovascular disease burden is increasing in low-resource settings and for lower …
cardiovascular disease burden is increasing in low-resource settings and for lower …
Global, regional, and national burden of diseases and injuries for adults 70 years and older: systematic analysis for the Global Burden of Disease 2019 Study
GBD 2019 Ageing Collaborators - bmj, 2022 - bmj.com
Objectives To use data from the Global Burden of Diseases, Injuries, and Risk Factors Study
2019 (GBD 2019) to estimate mortality and disability trends for the population aged≥ 70 …
2019 (GBD 2019) to estimate mortality and disability trends for the population aged≥ 70 …
Measuring population ageing: an analysis of the Global Burden of Disease Study 2017
Background Traditional metrics for population health ageing tend not to differentiate
between extending life expectancy and adding healthy years. A population ageing metric …
between extending life expectancy and adding healthy years. A population ageing metric …
Education and wealth inequalities in healthy ageing in eight harmonised cohorts in the ATHLOS consortium: a population-based study
Background The rapid growth of the size of the older population is having a substantial effect
on health and social care services in many societies across the world. Maintaining health …
on health and social care services in many societies across the world. Maintaining health …
Socioeconomic position and healthy ageing: A systematic review of cross-sectional and longitudinal studies
E Wagg, FM Blyth, RG Cumming… - Ageing Research …, 2021 - Elsevier
Background The association between socioeconomic position (SEP) and health is well-
established. However, the association between SEP and healthy ageing as a …
established. However, the association between SEP and healthy ageing as a …
Domains and measurements of healthy aging in epidemiological studies: a review
W Lu, H Pikhart, A Sacker - The Gerontologist, 2019 - academic.oup.com
Abstract Purpose of the Study Few studies have recommended the essential domains of
healthy aging and their relevant measurement to assess healthy aging comprehensively …
healthy aging and their relevant measurement to assess healthy aging comprehensively …
Differential impact of transient and chronic loneliness on health status. A longitudinal study
Objective: Loneliness is associated with worse health status outcomes. Yet, the present
study is one of the first to identify how patterns of loneliness (transient and chronic) are …
study is one of the first to identify how patterns of loneliness (transient and chronic) are …
Development of a common scale for measuring healthy ageing across the world: results from the ATHLOS consortium
Background Research efforts to measure the concept of healthy ageing have been diverse
and limited to specific populations. This diversity limits the potential to compare healthy …
and limited to specific populations. This diversity limits the potential to compare healthy …
Estimating disparities in breast cancer screening programs towards mortality, case fatality, and DALYs across BRICS-plus
Background Numerous studies over the past four decades have revealed that breast cancer
screening (BCS) significantly reduces breast cancer (BC) mortality. However, in BRICS-plus …
screening (BCS) significantly reduces breast cancer (BC) mortality. However, in BRICS-plus …