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Longitudinal associations between living alone, childlessness and mental health and mortality in ageing adults in Thailand 泰国老年人独居、无子女与心理健康和死亡率之间的纵向关系
Q1 Social Sciences Pub Date : 2024-01-01 DOI: 10.1016/j.glt.2024.06.001
Supa Pengpid , Karl Peltzer , Dararatt Anantanasuwong , Wasin Kaewchankha

Background

This study aimed to evaluate the longitudinal relationships between living alone, being childless, and six mental health indicators and mortality in older adults in Thailand between 2015 and 2020.

Methods

We examined prospective cohort data from the Health, Aging and Retirement in Thailand (HART) study, which included participants 45 years of age and older (N = 2863) from three successive waves in 2015, 2017, and 2020. Mental health indicators were assessed by self-report. We used Generalized Estimating Equations analysis (GEE) to evaluate the longitudinal relationships between measures of living alone, childlessness and six mental health indicators and mortality.

Results

The proportion of living alone was 6.3 % and childlessness 9.9 % in 2015, while living alone only was 3.9 %, childlessness only 7.5 % and both living alone and childlessness 2.4 % in 2015. In the adjusted model, living alone only was among men positively associated with depressive symptoms, loneliness, poor quality of life and mortality, and among women only positively associated with poor quality of life. Childlessness only was among women positively associated with depressive symptoms, insomnia symptoms, loneliness, poor quality of life, poor self-rated mental health, and mortality, and among men with depressive symptoms, loneliness, poor quality of life and poor self-rated mental health. Both living alone and childlessness was among men associated with four mental health indicators (depressive symptoms, insomnia symptoms, loneliness, and poor quality of life), and among women two mental health indicators (loneliness and poor quality of life), all with higher odds ratios than in living alone only and childlessness only.

Conclusions

Living alone only, childlessness only and/or both living alone and childlessness were associated with several poor mental health indicators and/or mortality. Enhanced screening and management of living alone and being childless may improve mental health in Thailand.

背景本研究旨在评估2015年至2020年间泰国老年人独居、无子女、六项心理健康指标与死亡率之间的纵向关系。方法我们研究了泰国健康、老龄化和退休(HART)研究的前瞻性队列数据,其中包括2015年、2017年和2020年连续三次波次的45岁及以上参与者(N = 2863)。心理健康指标通过自我报告进行评估。我们使用广义估计方程分析(GEE)评估了独居、无子女和六项心理健康指标与死亡率之间的纵向关系。结果2015年独居比例为6.3%,无子女比例为9.9%,而2015年独居比例仅为3.9%,无子女比例仅为7.5%,独居和无子女比例均为2.4%。在调整模型中,男性独居与抑郁症状、孤独感、生活质量差和死亡率呈正相关,女性独居与生活质量差呈正相关。在女性中,无子女与抑郁症状、失眠症状、孤独感、生活质量差、自评精神健康状况差和死亡率呈正相关;在男性中,无子女与抑郁症状、孤独感、生活质量差和自评精神健康状况差呈正相关。在男性中,独居和无子女与四项心理健康指标(抑郁症状、失眠症状、孤独感和生活质量差)有关,在女性中,独居和无子女与两项心理健康指标(孤独感和生活质量差)有关,其几率比仅独居和无子女者高。加强对独居和无子女的筛查和管理可改善泰国人的心理健康。
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引用次数: 0
Health for all: Primary care facility localization in Lesotho using qualitative research and GIS 人人享有健康:利用定性研究和地理信息系统实现莱索托初级保健设施的本地化
Q1 Social Sciences Pub Date : 2024-01-01 DOI: 10.1016/j.glt.2024.05.002
Mariam A. Mostafa , Joy Oluwaseun Ogunmuyiwa , Kathryne Appleby Tenney , Sai Lone Tip , CarlosO. Zegarra Zamalloa , Jeffery C. Blossom , Tlebere Mpo

Background

Lesotho has made significant strides towards universal health coverage and yet a significant proportion of the population has difficulty accessing health care services due to mountainous terrain and long travel times to nearest health facility. There have been previous studies that utilized Geographical Information Systems (GIS) to assess access to healthcare and to identify optimal locations for placement of new health facilities, though never in Lesotho.

Methods

The authors employed a mixed-methods design. Qualitative research consisting of semi-structured interviews and focus group discussions was used to gain a deep understanding of the problem with access to healthcare and to allow for the perspectives of the people of Lesotho to guide decision-making about placement of new healthcare facilities. GIS analysis was done using ArcGIS Pro v. 2.3 software and modern satellite imagery to map current access to healthcare facilities and create site recommendations for new healthcare facilities.

Results

Qualitative research revealed that walking was the primary mode of transport to healthcare facilities and that distance was the crucial barrier in limiting access to care. Decentralization in decision-making was identified as an important element in health policy decisions and study participants recommended placing health facilities centrally in large villages. GIS analysis identified that 77.7 % of the population was currently within 3-h walking distance to nearest health facility and that the addition of fifty new healthcare facilities would increase that proportion to 90.0 %.

Conclusion

This study mapped current access to care in Lesotho in rural and urban areas. It also provided an objective strategy for identifying the location of new healthcare facilities while incorporating the voices of the people of Lesotho in the process. The findings can be used to assist policymakers, and the methodology can be employed in the allocation of other public-service facilities in different countries or regions.

背景莱索托在实现全民医疗覆盖方面取得了长足进步,但由于多山的地形和到最近医疗机构的路途遥远,很大一部分人口难以获得医疗服务。以前曾有研究利用地理信息系统(GIS)评估医疗服务的可及性,并确定新建医疗设施的最佳位置,但从未在莱索托进行过研究。定性研究包括半结构式访谈和焦点小组讨论,以深入了解医疗服务的可及性问题,并从莱索托人民的视角出发,指导有关新医疗设施选址的决策。使用 ArcGIS Pro v. 2.3 软件和现代卫星图像对地理信息系统进行了分析,以绘制当前医疗设施的使用地图,并为新医疗设施的选址提出建议。决策权下放被认为是医疗政策决策的一个重要因素,研究参与者建议将医疗设施集中安置在大村庄。地理信息系统分析表明,目前 77.7% 的人口步行 3 小时即可到达最近的医疗机构,如果新增 50 个医疗机构,这一比例将提高到 90.0%。它还为确定新医疗设施的位置提供了客观的策略,同时将莱索托人民的意见纳入了这一过程。研究结果可用于协助决策者,该方法也可用于不同国家或地区其他公共服务设施的分配。
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引用次数: 0
Distribution matters: Long-term quantification of the Sustainable Development Goals with household detail for different socio-economic pathways 分配问题:可持续发展目标的长期量化与不同社会经济路径下的家庭细节
Q1 Social Sciences Pub Date : 2024-01-01 DOI: 10.1016/j.glt.2024.06.004
Rienne Wilts, Wolfgang Britz

Knowledge about upcoming sustainability challenges is crucial to tackle them by political incentives, not at least to reach the United Nations’ 17 Sustainable Development Goals (SDGs). SDGs are multi-dimensional and require detail beyond an aggregate household approach to assess income inequality and other differences across households in transformative processes. Incorporating these aspects, we develop an SDG indicator framework for dynamic Computable General Equilibrium Models with a total of 68 endogenous indicators related to 15 SDGs. This enables a more differentiated assessment of the SDGs in forward looking analysis compared to existing approaches, by considering additional SDG indicators and household level detail based on micro-simulation. We apply the indicator framework in a global analysis of 3 Shared Socioeconomic Pathways (SSPs) until 2050 with a focus on selected low- and lower-middle income countries from different continents. The analysis finds sustainability gaps by 2030 and 2050 for all focus countries, especially in the environmental domain. In none of the analyzed SSPs, all indicators develop in the desired direction, underlining trade-off among and within SDGs, but also across the SSPs. Based on household detail, we find increasing inequality over time for several indicators regardless of developments at average aggregate household level, pointing at the need for targeted redistribution and compensation policies. These results highlight the importance of including distributional aspects and disaggregated data in policy and socioeconomic development studies.

了解即将面临的可持续性挑战对于通过政治激励来应对这些挑战至关重要,至少对于实现联合国的 17 个可持续发展目标(SDGs)也是如此。可持续发展目标是多维度的,需要超越家庭总体方法的细节,以评估收入不平等和转型过程中家庭间的其他差异。结合这些方面,我们为动态可计算一般均衡模型开发了一个可持续发展目标指标框架,共包含 68 个与 15 个可持续发展目标相关的内生性指标。与现有方法相比,通过考虑额外的可持续发展目标指标和基于微观模拟的家庭层面细节,这使得在前瞻性分析中对可持续发展目标的评估更具差异化。我们将指标框架应用于 2050 年前 3 种共享社会经济路径(SSP)的全球分析中,重点关注各大洲选定的低收入和中低收入国家。分析发现,所有重点国家到 2030 年和 2050 年的可持续性都存在差距,尤其是在环境领域。在所分析的可持续发展战略文件中,没有一个文件的所有指标都朝着理想的方向发展,这凸显了可持续发展目标之间和内部的权衡,以及不同可持续发展战略文件之间的权衡。根据家庭的详细情况,我们发现随着时间的推移,一些指标的不平等程度在不断加剧,而与家庭平均总体水平的发展无关,这表明需要制定有针对性的再分配和补偿政策。这些结果凸显了将分配问题和分类数据纳入政策和社会经济发展研究的重要性。
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引用次数: 0
The COVID-19 lockdown induced changes of SO2 pollution in its Human-made global hotspots COVID-19 锁定诱发其人为全球热点地区二氧化硫污染的变化
Q1 Social Sciences Pub Date : 2024-01-01 DOI: 10.1016/j.glt.2024.06.003
Amritha S , Patel VK , Kuttippurath J , Varikoden Hamza

Sulphur dioxide (SO2) is a hazardous air pollutant, which is mostly emitted from burning of fossil fuels, and has an adverse impact on the human health and ecosystem functioning. The COVID-19 natural anthropause (lockdown) provides a great opportunity to understand the changes in SO2 pollution across the globe, as there was a temporary standstill for most human activities. Therefore, we analyse the changes in global SO₂ pollution during lockdown compared to pre-lockdown and identify its hotspots driven by human activities using satellite measurements, reanalysis data and emission inventory. We observe a decline in SO₂ pollution of about 2.21 % in its global average, −21.05 % in Indo-Gangatic Plain, −16 % in East China, −7.67 % in East United States of America, −3.99 % in Western Europe and −3.85 % in Middle East owing to the halt in human activities such as industrial and transport operations, as found from the emissions inventory. There are point and aerial hotspots of SO₂ pollution across the globe (e.g. cities or industrial units), which also show a decrease (20–30 %) in SO₂ pollution during the anthropause. Fossil fuel burning in thermal power plants is a major source of SO2 pollution, and it has declined notably (1–12 %) during the lockdown in the major coal consuming countries such as the United States, China, Japan, Canada, Brazil, Australia, France, Germany, Spain, Italy and the United Kingdom. Therefore, lockdown provides a clear understanding of global human-driven hotspots of SO₂ pollution and their changes, which would help us to make better and effective air pollution mitigation strategies.

二氧化硫(SO2)是一种有害的空气污染物,主要通过燃烧化石燃料排放,对人类健康和生态系统功能产生不利影响。COVID-19 自然人类停滞期(锁定期)是了解全球二氧化硫污染变化的绝佳机会,因为大部分人类活动都暂时停止了。因此,我们利用卫星测量数据、再分析数据和排放清单,分析了锁定期间与锁定前相比全球二氧化硫污染的变化,并确定了由人类活动驱动的二氧化硫污染热点。根据排放清单,由于工业和运输等人类活动的停止,二氧化硫污染的全球平均值下降了约 2.21%,印度-冈加平原下降了 21.05%,中国东部下降了 16%,美国东部下降了 7.67%,西欧下降了 3.99%,中东下降了 3.85%。全球存在点状和空中的二氧化硫污染热点(如城市或工业单位),在人类活动期,这些热点的二氧化硫污染也会减少(20%-30%)。火力发电厂燃烧化石燃料是二氧化硫污染的主要来源,在封锁期间,美国、中国、日本、加拿大、巴西、澳大利亚、法国、德国、西班牙、意大利和英国等主要煤炭消费国的二氧化硫污染显著下降(1%-12%)。因此,禁产可以清楚地了解全球人为造成的二氧化硫污染热点及其变化,有助于我们制定更好、更有效的空气污染减缓策略。
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引用次数: 0
Exploring the nexus: Comparing and aligning Planetary Health, One Health, and EcoHealth 探索联系:比较并协调 "行星健康"、"一体健康 "和 "生态健康 "之间的关系
Q1 Social Sciences Pub Date : 2024-01-01 DOI: 10.1016/j.glt.2023.12.002
Byomkesh Talukder , Nilanjana Ganguli , Eunice Choi , Mohammadali Tofighi , Gary W. vanloon , James Orbinski

The interconnectedness between humans and ecosystems highlights the need to protect ecosystems for the well-being of humans and the environment. This has led to the emergence of holistic and interdisciplinary concepts like Planetary Health, One Health, and EcoHealth. There is a growing interest in the differences and implementation of these concepts, including their founders, fundamental questions answered, focus, global distribution of studies, and alignment. This study addresses these issues to facilitate coordinated health interventions for people and ecosystems. Using electronic databases (Web of Science, PubMed, and ProQuest) and conducting a systematic literature review using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA), this paper compares the concepts of Planetary Health, One Health, and EcoHealth, providing a comprehensive overview of the findings and insights by examining each field's advocacy, conceptual application, and implementation levels and exploring the contributions of influential individuals and organizations. The results highlight each concept's global relation to applicability, challenges, and opportunities for further advancement. The study concludes by emphasizing the shared goals and interconnections among these fields in addressing complex health issues at the nexus of human health, environmental health, and ecosystem well-being.

人类与生态系统之间的相互联系凸显了为人类和环境的福祉保护生态系统的必要性。因此,出现了 "行星健康"、"一体健康 "和 "生态健康 "等整体性和跨学科的概念。人们对这些概念的差异和实施越来越感兴趣,包括其创始人、所回答的基本问题、重点、研究的全球分布和一致性。本研究探讨了这些问题,以促进对人类和生态系统采取协调的健康干预措施。本文利用电子数据库(Web of Science、PubMed 和 ProQuest),并采用系统综述和元分析首选报告项目 (PRISMA) 进行了系统的文献综述,比较了 "行星健康"、"一体健康 "和 "生态健康 "的概念,通过考察每个领域的宣传、概念应用和实施水平,以及探索有影响力的个人和组织的贡献,全面概述了研究结果和见解。研究结果强调了每个概念的全球适用性、挑战和进一步发展的机遇。研究最后强调了这些领域在解决人类健康、环境健康和生态系统福祉之间的复杂健康问题方面的共同目标和相互联系。
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引用次数: 0
Cancer as a global health crisis with deep evolutionary roots 癌症是一场有着深刻进化根源的全球健康危机
Q1 Social Sciences Pub Date : 2024-01-01 DOI: 10.1016/j.glt.2024.01.001
Rainer Johannes Klement

The global burden of cancer incidence, deaths and economic costs is steadily increasing since several decades. Despite a massive allocation of research funds since the 1970s, no significant (in terms of years) improvements of survival times have been achieved for most cancer types. In this article, I argue that the failure to effectively prevent and treat cancer is partly owing to the gene-centric paradigm of the somatic mutation theory of carcinogenesis. I outline and provide evidence for a new transdisciplinary evolutionary theory of carcinogenesis according to which cancer is a phylogenetic reversal towards unicellular lifeforms triggered by the breakdown of essential cooperative interactions on important levels of human organization. These levels include the genetic, cellular, tissue and psychosocial-spiritual level of human existence. The new theory considers the emergence of eukaryotes and metazoans and – of particular importance – human evolution and in this way explains why cooperation on these different levels is so essential to maintain holistic health. It is argued that the interaction between human’s slow natural evolution and the fast cultural evolution, especially during the current Anthropocene epoch, plays an important role in making individuals susceptible towards carcinogenesis. The implications of this insight and the theory of cancer as a phylogenetic reversal are discussed with respect to prevention and treatment, and concrete practical examples are provided. It is concluded that individuals could substantially reduce their risk of cancer by respecting certain biopsychosocial-spiritual lifestyle factors which are justified by human evolution.

几十年来,全球癌症发病率、死亡人数和经济成本的负担不断增加。尽管自 20 世纪 70 年代以来拨出了大量研究资金,但大多数癌症类型的存活时间并没有得到显著改善(以年为单位)。在这篇文章中,我认为无法有效预防和治疗癌症的部分原因在于以基因为中心的体细胞突变致癌理论。我概述了一种新的跨学科致癌进化理论,并提供了相关证据。根据该理论,癌症是人类组织重要层面上基本合作互动的瓦解引发的向单细胞生命形式的系统发育逆转。这些层面包括人类生存的基因、细胞、组织和社会心理精神层面。新理论考虑了真核生物和元生物的出现,尤其重要的是考虑了人类的进化,从而解释了为什么这些不同层面的合作对于维持整体健康如此重要。该理论认为,人类缓慢的自然进化和快速的文化进化之间的相互作用,尤其是在当前的人类纪元,在使个体易受致癌物影响方面发挥了重要作用。文章讨论了这一观点和癌症系统发育逆转理论对预防和治疗的影响,并提供了具体的实际案例。结论是,通过尊重某些生物-心理-社会-精神生活方式因素,个人可以大大降低患癌风险,而这些因素在人类进化过程中是合理的。
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引用次数: 0
Factors related to preventive measures towards PM2.5 exposure: A systematic review 与 PM2.5 暴露预防措施有关的因素:系统回顾
Q1 Social Sciences Pub Date : 2024-01-01 DOI: 10.1016/j.glt.2024.10.002
Fine particulate matter (PM2.5) exposure is a growing public concern that needs effective preventive measures. Adopting preventive measures plays a vital role in determining one's actions. This study systematically analyzed the factors related to preventive measures towards PM2.5 exposure. A comprehensive search was performed in PubMed, Scopus, and Embase. A total of ten relevant studies were included in the study. The systematic review demonstrated that personal attitude towards PM2.5, perceived behavioral control, perceived risk, and subjective norms consistently had the most substantial impact on the intention to adopt preventive measures. Moreover, negative emotions, social norms, and educational level were also significant factors supported by consistent evidence across studies. Furthermore, perceived severity, perceived susceptibility, perceived sensationalism, perceived norms, subjective norms, institutional trust, self-efficacy, income, desire, and knowledge also played a vital role in adopting preventive measures toward PM2.5 exposure. The study accentuates numerous approaches to determine an individual's intention in mitigating the effects of PM2.5 exposure. The interplay between these factors highlights the complexity of PM2.5 preventive measures. However, the review identified research gaps, including limited longitudinal studies and a need for more focus on actual behavior change beyond intention. Further research should address these gaps to inform more effective interventions for PM2.5 exposure mitigation at the personal level.
细颗粒物(PM2.5)暴露是公众日益关注的问题,需要采取有效的预防措施。采取预防措施在决定个人行动方面起着至关重要的作用。本研究系统分析了与 PM2.5 暴露预防措施相关的因素。我们在 PubMed、Scopus 和 Embase 中进行了全面搜索。研究共纳入了十项相关研究。系统回顾表明,个人对 PM2.5 的态度、感知到的行为控制、感知到的风险和主观规范对采取预防措施的意向始终具有最实质性的影响。此外,负面情绪、社会规范和教育水平也是重要的因素,在各项研究中都得到了一致的证据支持。此外,感知到的严重性、感知到的易感性、感知到的耸人听闻、感知到的规范、主观规范、机构信任、自我效能感、收入、愿望和知识也在采取 PM2.5 暴露预防措施方面发挥了重要作用。这项研究强调了多种方法来确定个人减轻 PM2.5 暴露影响的意向。这些因素之间的相互作用凸显了 PM2.5 预防措施的复杂性。然而,综述发现了一些研究空白,包括有限的纵向研究,以及需要更多地关注意向之外的实际行为变化。进一步的研究应解决这些差距,为在个人层面减少 PM2.5 暴露提供更有效的干预措施。
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引用次数: 0
Reduction in inpatient and severe condition visits for respiratory diseases during the COVID-19 pandemic in Wuhan, China 中国武汉 COVID-19 大流行期间因呼吸道疾病住院和重症就诊的人数减少
Q1 Social Sciences Pub Date : 2024-01-01 DOI: 10.1016/j.glt.2023.12.001
Xuemin Zhu , Yuehua Liu , Wei Dai , Wannian Liang , Guanqiao Li

Background

In Wuhan, China, a stringent lockdown was implemented to contain the spread of COVID-19, transitioning later to normalised prevention and control strategy. This study examines the trends in hospital visits for acute and chronic respiratory diseases, with a focus on outpatient, inpatient, and severe condition visits.

Methods

The study used administrative health insurance data spanning from January 2018 to August 2021, an interrupted time series analysis was conducted to assess the trend in hospital visits per million population for respiratory diseases. To confirm whether the change was exclusive to respiratory diseases, neoplasms and intracerebral haemorrhage were used as controls. The impact of the pandemic was estimated by comparing by weekly admissions to pre-pandemic levels. Subgroup analyses dissected variations by disease and visit types.

Results

Hospital visits for respiratory diseases declined significantly during the lockdown and exhibited a slower recovery in the later normalised prevention and control period compared to the control conditions. As of August 2021, outpatient visits increased by over 22.2% above the pre-pandemic level, while inpatient and severe condition visits witnessed significant reductions, falling to 46.7% and 80.6% of pre-pandemic levels, respectively. Compared to three other subgroups, visits for acute lower respiratory infections experienced the most significant decline, with inpatient and severe visits dropping to 23.9% and 25.7% of pre-pandemic levels.

Interpretation

Our study revealed a persistent reduction in inpatient and severe case visits for respiratory diseases throughout the ongoing pandemic. These findings suggested the possible role of non-pharmaceutical interventions in mitigating acute and chronic non-COVID respiratory diseases.

背景在中国武汉,为遏制COVID-19的传播,实施了严格的封锁措施,随后过渡到常态化防控策略。本研究探讨了急慢性呼吸系统疾病的医院就诊趋势,重点关注门诊、住院和重症就诊情况。研究方法本研究使用了2018年1月至2021年8月的行政医疗保险数据,通过间断时间序列分析评估了每百万人口呼吸系统疾病的医院就诊趋势。为了确认这种变化是否仅发生在呼吸系统疾病上,研究人员将肿瘤和脑出血作为对照。通过将每周入院人数与大流行前的水平进行比较,估计了大流行的影响。结果在封锁期间,呼吸系统疾病的住院人次显著下降,在后期正常化防控期间,与对照组相比,呼吸系统疾病的住院人次恢复较慢。截至 2021 年 8 月,门诊量比大流行前增加了 22.2%,而住院病人和重症病人的就诊量则大幅下降,分别降至大流行前的 46.7% 和 80.6%。与其他三个亚组相比,急性下呼吸道感染的就诊人次下降最为明显,住院病人和重症病人的就诊人次分别降至疫情流行前水平的 23.9% 和 25.7%。这些研究结果表明,非药物干预措施在缓解急性和慢性非大流行性呼吸道疾病方面可能发挥作用。
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引用次数: 0
Advancing diabetic retinopathy diagnosis with fundus imaging: A comprehensive survey of computer-aided detection, grading and classification methods 利用眼底成像推进糖尿病视网膜病变诊断:计算机辅助检测、分级和分类方法综合调查
Q1 Social Sciences Pub Date : 2024-01-01 DOI: 10.1016/j.glt.2024.04.001
S. Prathibha, Siddappaji

The incidence of diabetic retinopathy globally calls for advanced and more universally applicable computer-aided diagnosis (CAD) systems. This survey paper explores the current state of vision-based CAD techniques for the detection and classification of diabetic retinopathy, a diabetes-induced eye disorder that can lead to severe visual impairment or blindness. Characterized by a variety of manifestations including microaneurysms, exudates, hemorrhages, and macular detachment, diabetic retinopathy presents substantial challenges for automated detection. This is primarily due to the heterogeneity of retinal fundus images, which display diverse spatiotextural features and intricate vascular structures. Our exhaustive review indicates that most existing methodologies predominantly concentrate on isolated diabetic retinopathy types, employing localized spatiotextural feature analysis for classification. Such specificity often results in limited accuracy and generalizability, restricting practical real-world application. Furthermore, contemporary leading methods generally focus on single retinal characteristics, necessitating patients to undergo multiple CAD procedures, thereby increasing time, costs, and possibly intensifying retinal complexities. To overcome these obstacles, we propose the adoption of multi-trait-driven CAD solutions. Utilizing the potent capabilities of deep learning, these solutions could employ high-dimensional, multi-cue sensitive feature extraction and ensemble learning for classification. This approach is designed to improve the generalizability and dependability of CAD systems, offering a holistic solution capable of effectively managing the diverse manifestations of diabetic retinopathy. Our study highlights the need for a fundamental transformation in diabetic retinopathy CAD systems, motivating further research towards robust, multi-modal methods to enhance detection, classification, and grading of this widespread ailment.

全球糖尿病视网膜病变的发病率在不断上升,因此需要先进的、更普遍适用的计算机辅助诊断(CAD)系统。糖尿病视网膜病变是一种由糖尿病引起的眼部疾病,可导致严重的视力损害或失明。糖尿病视网膜病变有多种表现形式,包括微动脉瘤、渗出、出血和黄斑脱离,给自动检测带来了巨大挑战。这主要是由于视网膜眼底图像的异质性造成的,因为这些图像显示出不同的时空特征和错综复杂的血管结构。我们的详尽研究表明,大多数现有方法主要集中于孤立的糖尿病视网膜病变类型,采用局部空间纹理特征分析进行分类。这种特异性往往导致准确性和通用性有限,限制了实际应用。此外,当代领先的方法通常只关注单一的视网膜特征,这就要求患者接受多次 CAD 程序,从而增加了时间和成本,并可能加剧视网膜的复杂性。为了克服这些障碍,我们建议采用多特征驱动的 CAD 解决方案。利用深度学习的强大功能,这些解决方案可以采用高维、多线索敏感特征提取和集合学习进行分类。这种方法旨在提高 CAD 系统的通用性和可靠性,提供一种能够有效管理糖尿病视网膜病变各种表现的整体解决方案。我们的研究强调了糖尿病视网膜病变计算机辅助诊断系统进行根本性转变的必要性,激励人们进一步研究稳健的多模态方法,以增强对这一广泛疾病的检测、分类和分级。
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引用次数: 0
The reduction in macrosomia prevalence over a decade following the intensive intervention programs 强化干预计划实施后的十年间,巨型畸形发生率有所下降
Q1 Social Sciences Pub Date : 2024-01-01 DOI: 10.1016/j.glt.2024.08.001

Objective

To assess changes in macrosomia prevalence following a two-stage lifestyle intervention program.

Methods

The study collected annual delivery data from singleton pregnant women at the Beijing Obstetrics and Gynecology Hospital in Beijing, China (2014–2023). The first intervention stage involved nutritional assessment and lifestyle management in pregnancy, and maternal weight and fetal growth monitoring were added in the second stage, with intensive management as necessary. Pre-intervention births (2014–2016) served as controls. The change in macrosomia and low birth weight prevalence following the intervention was assessed by an interrupted time series analysis.

Results

Among 126,824 pregnant women, macrosomia prevalence decreased from 7.11 % to 4.15 % over ten years, with an accelerated decrease post-intervention (p for slope = 0.050 and 0.004 for the first and second stages), primarily contributed by the reduction in excessive gestational weight gain (adjusted population attributable risk = 28.6 %, p for Granger cause = 0.0001). The change in the increasing rate of low-birth-weight prevalence was non-significant.

Conclusions

Macrosomia prevalence significantly decreased over a decade following the intensive intervention programs.

研究收集了中国北京妇产医院单胎孕妇的年度分娩数据(2014-2023 年)。第一阶段干预包括孕期营养评估和生活方式管理,第二阶段增加了孕产妇体重和胎儿生长监测,并在必要时进行强化管理。干预前的新生儿(2014-2016 年)作为对照。结果 在126824名孕妇中,大畸形发生率在十年间从7.11%降至4.15%,干预后下降速度加快(第一和第二阶段的斜率p=0.050和0.004),主要原因是妊娠体重增加过多(调整后的人口可归因风险=28.6%,格兰杰原因p=0.0001)。结论在强化干预计划实施后的十年间,畸形儿患病率显著下降。
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引用次数: 0
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Global Transitions
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