Federated learning for smart cities: A comprehensive survey

S Pandya, G Srivastava, R Jhaveri, MR Babu… - Sustainable Energy …, 2023 - Elsevier
With the advent of new technologies such as the Artificial Intelligence of Things (AIoT), big
data, fog computing, and edge computing, smart city applications have suffered from issues …

Epigenetics applied to child and adolescent mental health: Progress, challenges and opportunities

CAM Cecil, A Neumann, E Walton - JCPP advances, 2023 - Wiley Online Library
Background Epigenetic processes are fast emerging as a promising molecular system in the
search for both biomarkers and mechanisms underlying human health and disease risk …

Using linear and natural cubic splines, SITAR, and latent trajectory models to characterise nonlinear longitudinal growth trajectories in cohort studies

A Elhakeem, RA Hughes, K Tilling… - BMC Medical Research …, 2022 - Springer
Background Longitudinal data analysis can improve our understanding of the influences on
health trajectories across the life-course. There are a variety of statistical models which can …

Maternal adverse childhood experiences (ACEs) and offspring imprinted gene DMR methylation at birth

AC Vidal, DW Sosnowski, J Marchesoni, C Grenier… - Epigenetics, 2024 - Taylor & Francis
Adverse childhood experiences (ACEs) contribute to numerous negative health outcomes
across the life course and across generations. Here, we extend prior work by examining the …

Sleep duration in preschool age and later behavioral and cognitive outcomes: an individual participant data meta-analysis in five European cohorts

K Guerlich, D Avraam, T Cadman, L Calas… - European Child & …, 2024 - Springer
Short sleep duration has been linked to adverse behavioral and cognitive outcomes in
schoolchildren, but few studies examined this relation in preschoolers. We aimed to …

[HTML][HTML] Green spaces and respiratory, cardiometabolic, and neurodevelopmental outcomes: An individual-participant data meta-analysis of> 35.000 European …

A Fernandes, D Avraam, T Cadman, P Dadvand… - Environment …, 2024 - Elsevier
Studies evaluating the benefits and risks of green spaces on children's health are scarce.
The present study aimed to examine the associations between exposure to green spaces …

Nutritional counseling in childhood and adolescence: a systematic review

LCL Neri, M Guglielmetti, S Fiorini, F Quintiero… - Frontiers in …, 2024 - frontiersin.org
Healthy eating habits are the basis for good health status, especially for children and
adolescents, when growth and development are still ongoing. Nutrition educational …

Proof-of-principle study on ECT illustrates challenges and possible merits of using polygenic risk scores to predict treatment response in psychiatry

BPF Rutten, SC van Bronswijk - American Journal of …, 2022 - Am Psychiatric Assoc
Major depressive episodes occur frequently in the context of major depressive disorder and
bipolar disorder, with over 300 million people currently living with depression worldwide (1) …

REPRO_PL-Polish Mother and Child Cohort—Exposure, Health Status, and Neurobehavioral Assessments in Adolescents—Design and Cohort Update

M Janc, A Jankowska, M Weteska… - International journal of …, 2022 - mdpi.com
Early life is a crucial window of opportunity to improve health across the life course. The
prospective cohort study design is the most adequate to evaluate the longitudinal effects of …

Is maternal diabetes during pregnancy associated with attention deficit hyperactivity disorder and autism spectrum disorder in children? Insights from individual …

RA Pretorius, D Avraam, M Guxens, J Julvez, JR Harris… - 2024 - researchsquare.com
Background Growing evidence shows that dysregulated metabolic intrauterine
environments can affect neurodevelopment, cognitive and behaviour in offspring. However …