Prediction models for children/adolescents with obesity/overweight: A systematic review and meta-analysis

H Gou, H Song, Z Tian, Y Liu - Preventive Medicine, 2024 - Elsevier
The incidence of obesity and overweight in children and adolescents is increasing
worldwide and becomes a global health concern. This study aims to evaluate the accuracy …

Prediction of childhood overweight and obesity at age 10–11: findings from the Studying Lifecourse Obesity PrEdictors and the Born in Bradford cohorts

N Ziauddeen, PJ Roderick, G Santorelli… - International Journal of …, 2023 - nature.com
Abstract Background In England, 41% of children aged 10–11 years live with overweight or
obesity. Identifying children at risk of developing overweight or obesity may help target early …

Digital health and precision prevention: shifting from disease-centred care to consumer-centred health

OJ Canfell, R Littlewood, A Burton-Jones… - Australian Health …, 2021 - CSIRO Publishing
Digital disruption and transformation of health care is occurring rapidly. Concurrently, a
global syndemic of preventable chronic disease is crippling healthcare systems and …

Stochastic modeling of obesity status in United States adults using Markov Chains: A nationally representative analysis of population health data from 2017–2020

AA Huang, SY Huang - Obesity Science & Practice, 2023 - Wiley Online Library
Importance The prevalence of obesity among United States adults has increased from
34.9% in 2013–2014 to 42.8% in 2017–2018. Developing methods to model the increase of …

“We'd be really motivated to do something about it”: A qualitative study of parent and clinician attitudes towards predicting childhood obesity in practice

OJ Canfell, R Littlewood, ORL Wright… - … Promotion Journal of …, 2023 - Wiley Online Library
Abstract Issue addressed In Australia, one in four (24.9%) children live with overweight or
obesity (OW/OB). Identifying infants at risk of developing childhood OW/OB is a potential …

Association between maternal pre-pregnancy body mass index and offspring's outcomes at 9 to 15 years of age

A Lichtwald, C Weiss, A Lange, T Ittermann… - Archives of Gynecology …, 2024 - Springer
Objective Maternal pre-pregnancy underweight, overweight and obesity might increase the
risk for worse short-and long-term outcome in the offspring. There is a need for further study …

Covariate dependent Markov chains constructed with gradient boost modeling can effectively generate long-term predictions of obesity trends

AA Huang, SY Huang - BMC Research Notes, 2023 - Springer
Importance The prevalence of obesity among United States adults has increased from
30.5% in 1999 to 41.9% in 2020. However, despite the recognition of long-term weight gain …

Evolution, Trajectories, and Prognosis of Pediatric Obesity

M Moya - Pediatric Overweight and Obesity: Comorbidities …, 2023 - Springer
The development of pediatric obesity is highly variable, probably as a consequence of the
various medical and nonmedical interventions that affect its prolonged evolution, hence the …