Preventive medicine
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Preventive medicine · Oct 2023
Application of IoT technology based on neural networks in basketball training motion capture and injury prevention.
Basketball players need to frequently engage in various physical movements during the game, which puts a certain burden on their bodies and can easily lead to various sports injuries. Therefore, it is crucial to prevent sports injuries in basketball teaching. This paper also studies basketball motion track capture. ⋯ This article designs a multi perspective human motion trajectory capture algorithm framework, which uses a two-dimensional human motion pose estimation algorithm based on deep learning to estimate the position distribution of human joint points on the two-dimensional image from each perspective. By combining the knowledge of camera poses from multiple perspectives, the three-dimensional spatial distribution of joint points is transformed, and the final evaluation result of the target human 3D pose is obtained. This article applies the research results of neural networks and IoT devices to basketball motion capture methods, further developing basketball motion capture systems.
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Preventive medicine · Oct 2023
ReviewSedentary behavior and neck pain in adults: A systematic review and meta-analysis.
Sedentary lifestyle is an imperative risk for musculoskeletal pain. We sought to investigate the association between different types of sedentary behaviors (SBs) and neck pain (NP) among adults. A systematic search was conducted in PubMed, Web of Science, Embase, Scopus, and Google Scholar up to the end of April 2023. ⋯ Meanwhile, Egger's test revealed the presence of publication bias (p-value <0.0001). A sedentary lifestyle as well as computer and mobile phone use is associated with a considerable risk of NP among adults, especially university students. Further, longitudinal studies are needed to better clarify the causality relationships.
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Preventive medicine · Oct 2023
ReviewPreconception knowledge, beliefs and behaviours among people of reproductive age: A systematic review of qualitative studies.
The health of parents before pregnancy influences the short- and long-term health of their offspring. This systematic review explored the preconception knowledge, beliefs and behaviours held by women and men of childbearing age. ⋯ Our findings indicate that behaviour change interventions designed to support people to optimise health before conception should address cultural, individual, social and psychological factors to facilitate behaviour change. Development of online resources may help to increase accessibility for people across different cultural contexts and stages of pregnancy planning.
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Preventive medicine · Oct 2023
Disparities in utilization of preventive health services among Asian young adults in the United States.
Despite the favorable health impacts of preventive services use, young adults remain at a higher risk of not using these services compared with older adults. This study seeks to identify barriers to receiving recommended preventive services among Asian young adults compared to other racial/ethnic young adults. Using 2016-2018 National Health Interview Survey data, this study examined barriers to recommended preventive services among non-Hispanic (NH) Asian young adults aged 18-39 years compared with other racial/ethnic groups in the United States (Total = 25,430; NH Asians = 6.3%). ⋯ Among those receiving any preventive services, there were no differences between NH Asians and all other racial/ethnic groups in whether they reported receiving relatively more preventive services. Our findings demonstrate that the rates of certain recommended preventive services use were lower among NH Asian young adults. Targeted public health strategies are needed to increase the use of preventive healthcare for racial/ethnic minority young adults.
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Preventive medicine · Oct 2023
Trends in unmet health care needs among adults in the U.S., 2019-2021.
To examine recent trends in unmet health care needs among US adults, cross-sectional data of 93,047 adults from 2019 to 2021 National Health Interview Survey were analyzed. The weighted prevalence and changes in prevalence of cost-related or COVID-19-related unmet health care needs were estimated, first overall and then stratified by socio-demographic characteristics. The prevalence of cost-related unmet health care needs was 8.3% (95% CI: 7.8%, 8.8%) in 2019, which significantly decreased to 6.6% (95% CI: 6.2%, 7.0%) in 2020 and 6.1% (95% CI: 5.7%, 6.4%) in 2021. ⋯ The prevalence of COVID-19-related unmet health care needs significantly decreased across most socio-demographic groups between 2020 and 2021 (absolute changes ranged from -4.9% to -2.4%), with significant reductions among the older, the unemployed, non-Hispanic Black adults, and adults with education level ≥ college. Overall, a modest decrease in the prevalence of both cost-related and COVID-19-related unmet health care needs was observed between 2019 and 2021. However, the fact that over 10% of US adults had unmet health care needs because of the COVID-19 pandemic is still concerning, warranting continued surveillance.