Battling COVID-19 using machine learning: A review
Abstract Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) known as
Coronavirus surfaced in late 2019. It turned out to be a life-threatening disease and is …
Coronavirus surfaced in late 2019. It turned out to be a life-threatening disease and is …
Women's mental health and COVID-19: increased vulnerability and inequalities
M Arilha, AP Carvalho, TA Forster… - Frontiers in Global …, 2024 - frontiersin.org
Introduction The impact of COVID-19 on mental health has become a relevant object of
research. Studies have demonstrated that women have experienced greater mental health …
research. Studies have demonstrated that women have experienced greater mental health …
Examining the importance of built and natural environment factors in predicting self-rated health in older adults: an extreme gradient boosting (XGBoost) approach
Y Chen, X Zhang, G Grekousis, Y Huang, F Hua… - Journal of Cleaner …, 2023 - Elsevier
Previous studies indicate that natural and built environment factors significantly influence
health outcomes in older adults. However, most cross-sectional studies exploring the impact …
health outcomes in older adults. However, most cross-sectional studies exploring the impact …
[HTML][HTML] Prediction of mental health problem using annual student health survey: machine learning approach
Background One of the reasons why students go to counseling is being called on based on
self-reported health survey results. However, there is no concordant standard for such calls …
self-reported health survey results. However, there is no concordant standard for such calls …
Examining the non-linear association between the built environment around residence and the risk of obesity among children and adolescents at different school …
Recent evidence suggests that the built environment around residence is linked to the risk of
obesity among children and adolescents. However, most previous studies focus on the …
obesity among children and adolescents. However, most previous studies focus on the …
Examining the importance of neighborhood natural, and built environment factors in predicting older adults' mental well-being: An XGBoost-SHAP approach
K Liu, C Liao - Environmental Research, 2024 - Elsevier
Background Previous studies have shown that urban neighborhood environmental factors
significantly influence the health outcomes of urban older adults. However, most cross …
significantly influence the health outcomes of urban older adults. However, most cross …
Do different types of urban streets lead to varying COVID-19 risk perceptions? An empirical study from a spatial heterogeneity perspective
Y Hou, C Chen, X Lin, Z Zhang, X Liu, J Xie… - Environmental Impact …, 2024 - Elsevier
People's risk perception varies across different environments. However, how different
environments influence people's COVID-19 risk perception (RP), especially street …
environments influence people's COVID-19 risk perception (RP), especially street …
[HTML][HTML] Natural environments, psychosocial health, and health behaviors in a crisis–A scoping review of the literature in the COVID-19 context
C Nigg, E Petersen, T MacIntyre - Journal of environmental psychology, 2023 - Elsevier
The COVID-19 outbreak led to major restrictions globally, affecting people's psychosocial
health and their health behaviors. Thus, the purpose of this scoping review was to …
health and their health behaviors. Thus, the purpose of this scoping review was to …
The interplay between housing environmental attributes and design exposures and psychoneuroimmunology profile—an exploratory review and analysis paper in the …
E Hernandez-Garcia, E Chrysikou… - International Journal of …, 2021 - mdpi.com
Adult cancer survivors have an increased prevalence of mental health comorbidities and
other adverse late-effects interdependent with mental illness outcomes compared with the …
other adverse late-effects interdependent with mental illness outcomes compared with the …
Lifestyle, Demographic and socio-economic determinants of mental health disorders of employees in the European countries
D Majcherek, AM Kowalski… - International Journal of …, 2022 - mdpi.com
Ensuring the health and well-being of workers should be a top priority for employers and
governments. The aim of the article is to evaluate and rank the importance of mental health …
governments. The aim of the article is to evaluate and rank the importance of mental health …