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Emerging vaccines for emerging diseases: Innovations in immunization strategies to address global health challenges 针对新出现疾病的新疫苗:应对全球健康挑战的免疫战略创新
Pub Date : 2024-07-26 DOI: 10.51594/imsrj.v4i7.1354
Aliu Olalekan Olatunji, Janet Aderonke Olaboye, Chukwudi Cosmos Maha, Tolulope Olagoke Kolawole, Samira Abdul
 Emerging infectious diseases pose significant global health challenges, necessitating the development of innovative vaccines and immunization strategies. This review explores the advancements in vaccine technology and their potential to address diseases such as COVID-19, Zika, and Ebola. Traditional vaccine development methods, while effective, often require extensive timeframes, which can hinder rapid response to outbreaks. Recent innovations, including mRNA vaccines, viral vector vaccines, and protein subunit vaccines, have demonstrated the ability to accelerate development and enhance efficacy. mRNA vaccines, in particular, have revolutionized the field by enabling rapid design and production, as evidenced by their success against COVID-19. Viral vector vaccines, utilizing modified viruses to deliver antigens, have shown promise in eliciting robust immune responses. Protein subunit vaccines, which use specific antigens to stimulate immunity, offer a targeted approach with potentially fewer side effects. Additionally, advances in adjuvant technology and delivery systems have improved vaccine stability and immune response. The integration of genomic and bioinformatics tools has further streamlined the identification of novel antigens and the design of effective vaccines. Global collaboration and funding are crucial in supporting these innovations and ensuring equitable access to vaccines, particularly in low- and middle-income countries. Public health strategies must prioritize vaccine acceptance and distribution, addressing vaccine hesitancy and logistical challenges. This review underscores the importance of continued investment in vaccine research and development, highlighting the transformative potential of emerging immunization technologies in safeguarding global health against future epidemics and pandemics. By leveraging these innovations, the global community can enhance preparedness and response to emerging infectious diseases, ultimately reducing their impact on public health. Keywords:  Vaccines, Diseases, Vaccination, Global Health.
新发传染病对全球健康构成重大挑战,因此有必要开发创新疫苗和免疫策略。本综述探讨了疫苗技术的进步及其应对 COVID-19、寨卡和埃博拉等疾病的潜力。传统的疫苗开发方法虽然有效,但往往需要很长时间,这可能会阻碍对疾病爆发的快速反应。最近的创新技术,包括 mRNA 疫苗、病毒载体疫苗和蛋白质亚单位疫苗,已经证明有能力加快开发速度并提高疗效。尤其是 mRNA 疫苗,通过实现快速设计和生产,为该领域带来了革命性的变化,它们在抗击 COVID-19 方面的成功就是证明。病毒载体疫苗利用改良病毒来递送抗原,在激发强大的免疫反应方面已显示出前景。蛋白亚单位疫苗利用特定抗原刺激免疫,是一种有针对性的方法,副作用可能较小。此外,佐剂技术和给药系统的进步也提高了疫苗的稳定性和免疫反应。基因组学和生物信息学工具的整合进一步简化了新型抗原的鉴定和有效疫苗的设计。全球合作和资助对于支持这些创新和确保公平获得疫苗至关重要,尤其是在中低收入国家。公共卫生战略必须优先考虑疫苗的接受和分发,解决疫苗犹豫不决和后勤方面的挑战。本报告强调了持续投资疫苗研发的重要性,突出了新兴免疫技术在保障全球健康、防止未来流行病和大流行病方面的变革潜力。通过利用这些创新技术,全球社会可以加强对新发传染病的防备和应对,最终减少其对公共卫生的影响。关键词 疫苗 疾病 疫苗接种 全球健康
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引用次数: 0
Environmental microbiology and public health: Advanced strategies for mitigating waterborne and airborne pathogens to prevent disease 环境微生物学与公共卫生:减少水传播和空气传播病原体以预防疾病的先进策略
Pub Date : 2024-07-26 DOI: 10.51594/imsrj.v4i7.1355
Aliu Olalekan Olatunji, Janet Aderonke Olaboye, Chukwudi Cosmos Maha, Tolulope Olagoke Kolawole, Samira Abdul
Environmental microbiology is integral to understanding and controlling pathogens that affect public health. This paper discusses advanced strategies to mitigate waterborne and airborne pathogens, aiming to prevent disease outbreaks. Waterborne pathogens such as E. coli, Salmonella, and Giardia can contaminate water supplies, causing diseases like cholera, dysentery, and giardiasis. Mitigation strategies include advanced water treatment methods such as membrane filtration, ultraviolet (UV) disinfection, and the use of nanomaterials for contaminant removal. Real-time water quality monitoring using biosensors also enhances pathogen detection and response. Airborne pathogens, including viruses like influenza and SARS-CoV-2, as well as bacteria and fungal spores, can lead to respiratory diseases such as tuberculosis, influenza, and COVID-19. Strategies to mitigate airborne pathogens include improving indoor air quality through advanced filtration systems, such as HEPA filters and UV germicidal irradiation, which deactivate pathogens. Enhanced ventilation in buildings and public spaces also reduces the concentration of airborne pathogens. Public health initiatives play a crucial role in these strategies. Surveillance systems for early detection, rapid diagnostic tools, and vaccination programs are essential components. Integrated approaches that combine environmental microbiology and public health measures are necessary to address the complexity of pathogen transmission and to build resilience against future outbreaks. By employing advanced technologies and comprehensive public health strategies, it is possible to significantly reduce the prevalence of waterborne and airborne diseases. This holistic approach not only addresses immediate health threats but also ensures long-term sustainability and safety of environmental resources, ultimately protecting public health. Keywords:  Environmental Microbiology, Waterborne, Airborne, Strategies
环境微生物学是了解和控制影响公共健康的病原体不可或缺的一部分。本文讨论了减轻水传播和空气传播病原体的先进策略,旨在防止疾病爆发。大肠杆菌、沙门氏菌和贾第鞭毛虫等水传播病原体会污染供水,引发霍乱、痢疾和贾第鞭毛虫病等疾病。缓解策略包括先进的水处理方法,如膜过滤、紫外线(UV)消毒以及使用纳米材料去除污染物。使用生物传感器进行实时水质监测也能提高病原体检测和应对能力。空气传播的病原体,包括流感和 SARS-CoV-2 等病毒,以及细菌和真菌孢子,可导致肺结核、流感和 COVID-19 等呼吸道疾病。减少空气中病原体的策略包括通过先进的过滤系统来改善室内空气质量,如 HEPA 过滤器和紫外线杀菌灯,它们可以使病原体失活。加强建筑物和公共场所的通风也能降低空气中病原体的浓度。公共卫生举措在这些战略中发挥着至关重要的作用。用于早期检测的监测系统、快速诊断工具和疫苗接种计划都是必不可少的组成部分。要应对病原体传播的复杂性,并建立应对未来疫情爆发的复原力,就必须采取将环境微生物学与公共卫生措施相结合的综合方法。通过采用先进的技术和全面的公共卫生策略,可以大大降低水传播和空气传播疾病的流行率。这种综合方法不仅能解决当前的健康威胁,还能确保环境资源的长期可持续性和安全性,最终保护公众健康。关键词 环境微生物学 水传播 空气传播 策略
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引用次数: 0
Harnessing the human microbiome: Probiotic and prebiotic interventions to reduce hospital-acquired infections and enhance immunity 利用人体微生物组:益生菌和益生元干预措施,减少医院感染并增强免疫力
Pub Date : 2024-07-26 DOI: 10.51594/imsrj.v4i7.1356
Aliu Olalekan Olatunji, Janet Aderonke Olaboye, Chukwudi Cosmos Maha, Tolulope Olagoke Kolawole, Samira Abdul
 Hospital-acquired infections (HAIs) represent a significant burden on healthcare systems, leading to increased morbidity, mortality, and healthcare costs. Recent advancements in microbiome research have highlighted the potential of probiotic and prebiotic interventions to mitigate HAIs and bolster immunity. This review explores the role of the human microbiome in health and disease, focusing on the promising strategies of utilizing probiotics and prebiotics to reduce HAIs. Probiotics, comprising live beneficial bacteria, can restore and maintain a balanced gut microbiota, potentially outcompeting pathogenic organisms and enhancing host immune responses. Prebiotics, however, are non-digestible food ingredients that selectively stimulate the growth and activity of beneficial bacteria in the gut. The synergistic effects of probiotics and prebiotics, known as symbiotic, offer an even greater potential for clinical application. Numerous studies have demonstrated the efficacy of specific probiotic strains, such as Lactobacillus and Bifidobacterium, in preventing infections and modulating immune functions. Furthermore, prebiotics like fructo-oligosaccharides (FOS) and galacto-oligosaccharides (GOS) have shown to enhance the growth of probiotic bacteria, thus providing a twofold protective mechanism. The integration of these interventions into clinical practice could revolutionize the prevention and management of HAIs, reducing the reliance on antibiotics and mitigating the risk of antimicrobial resistance. However, challenges such as strain-specific effects, dosage optimization, and individual variability need to be addressed through rigorous clinical trials. This review underscores the need for further research and clinical validation to harness the full potential of the human microbiome in combating HAIs and enhancing patient outcomes through probiotic and prebiotic interventions. Keywords:  Human Microbiome, HAIs, Immunity.
医院获得性感染(HAIs)给医疗保健系统带来了沉重负担,导致发病率、死亡率和医疗保健成本增加。微生物组研究的最新进展突显了益生菌和益生元干预措施在减轻 HAIs 和增强免疫力方面的潜力。本综述探讨了人类微生物组在健康和疾病中的作用,重点是利用益生菌和益生元减少 HAIs 的可行策略。益生菌由活的有益细菌组成,可以恢复和维持肠道微生物群的平衡,从而有可能战胜致病微生物并增强宿主的免疫反应。而益生元是一种不可消化的食物成分,可选择性地刺激肠道中有益细菌的生长和活性。益生菌和益生元的协同作用被称为 "共生",为临床应用提供了更大的潜力。大量研究表明,乳酸杆菌和双歧杆菌等特定益生菌株在预防感染和调节免疫功能方面具有功效。此外,果寡糖(FOS)和半乳糖寡糖(GOS)等益生元也能促进益生菌的生长,从而提供双重保护机制。将这些干预措施纳入临床实践可彻底改变 HAIs 的预防和管理,减少对抗生素的依赖,降低抗菌素耐药性的风险。然而,菌株特异性效应、剂量优化和个体差异等挑战需要通过严格的临床试验来解决。本综述强调了进一步研究和临床验证的必要性,以充分发挥人类微生物组的潜力,通过益生菌和益生元干预措施抗击 HAIs 并改善患者预后。关键词 人类微生物组 HAIs 免疫力
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引用次数: 0
Integrating electronic health records systems across borders: Technical challenges and policy solutions 跨境整合电子健康记录系统:技术挑战和政策解决方案
Pub Date : 2024-07-26 DOI: 10.51594/imsrj.v4i7.1357
Geneva Tamunobarafiri Igwama, Janet Aderonke Olaboye, Chukwudi Cosmos Maha, Mojeed Dayo Ajegbile, Samira Abdul
This paper explores the challenges and solutions associated with integrating Electronic Health Records (EHR) systems across borders. Key challenges include interoperability issues, data security and privacy concerns, and infrastructure disparities. Policy barriers such as variability in health policies and legal constraints further complicate integration efforts. Proposed solutions involve developing universal interoperability standards, employing advanced technologies like blockchain, and harmonising health data regulations. The paper emphasises the importance of international cooperation and phased implementation frameworks. Future research should focus on refining standards and fostering global collaboration. This comprehensive approach aims to enhance patient care and improve health outcomes globally. Keywords:  Electronic Health Records (EHR), Cross-border Integration, Interoperability, Data Security.
本文探讨了与电子健康记录(EHR)系统跨界整合相关的挑战和解决方案。主要挑战包括互操作性问题、数据安全和隐私问题以及基础设施差异。卫生政策的多变性和法律限制等政策障碍使整合工作更加复杂。建议的解决方案包括制定通用互操作性标准、采用区块链等先进技术以及统一健康数据法规。本文强调了国际合作和分阶段实施框架的重要性。未来的研究应侧重于完善标准和促进全球合作。这种综合方法旨在加强对患者的护理,并在全球范围内改善医疗成果。关键词 电子健康记录(EHR)、跨境整合、互操作性、数据安全。
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引用次数: 0
Chronic liver disease and fibrosis: A review of emerging biomarkers and therapeutic targets 慢性肝病和肝纤维化:新兴生物标记物和治疗目标综述
Pub Date : 2024-07-17 DOI: 10.51594/imsrj.v4i6.1305
Kelly Osayi Otakhor, Elizabeth O. Soladoye
Chronic liver disease (CLD) and fibrosis represent a significant global health burden, driven by a range of etiologies including viral hepatitis, alcohol abuse, and non-alcoholic fatty liver disease (NAFLD). These conditions often progress to cirrhosis, liver failure, and hepatocellular carcinoma (HCC), underscoring the urgent need for effective diagnostic and therapeutic strategies. Emerging biomarkers and therapeutic targets offer promising avenues for early diagnosis and intervention in CLD and fibrosis. Biomarkers are crucial for the early detection and monitoring of CLD and fibrosis, allowing for timely therapeutic intervention. Serum biomarkers such as liver enzymes (ALT, AST), bilirubin, and platelet count have traditionally been used, but they lack specificity and sensitivity. Recent advances have identified novel biomarkers with improved diagnostic performance. For instance, serum levels of fibrosis markers like hyaluronic acid, procollagen type III N-terminal peptide (P3NP), and tissue inhibitor of metalloproteinases-1 (TIMP-1) have shown potential in assessing liver fibrosis. Additionally, non-invasive imaging techniques such as transient elastography and magnetic resonance elastography provide quantitative measures of liver stiffness, correlating with fibrosis stage. The pathogenesis of liver fibrosis involves complex interactions between hepatocytes, hepatic stellate cells (HSCs), and the extracellular matrix (ECM). HSCs play a central role in fibrogenesis by transforming into myofibroblasts that secrete collagen and other ECM components. Targeting the activation and proliferation of HSCs has emerged as a promising therapeutic strategy. Small molecule inhibitors, such as those targeting the PDGF and TGF-? signaling pathways, have shown efficacy in preclinical models. Furthermore, antifibrotic agents like simtuzumab, an anti-LOXL2 monoclonal antibody, are being evaluated in clinical trials for their potential to halt or reverse fibrosis progression. Another promising approach involves the modulation of the gut-liver axis. Dysbiosis and increased intestinal permeability contribute to liver inflammation and fibrosis. Probiotics, prebiotics, and fecal microbiota transplantation (FMT) are being explored for their potential to restore gut homeostasis and mitigate liver injury. Additionally, the role of the immune system in fibrosis has gained attention, with immune checkpoint inhibitors and anti-inflammatory agents being investigated for their ability to modulate immune responses and reduce fibrosis. Keywords:  Chronic Liver Disease, Fibrosis, Biomarkers, Therapeutic Targets.
慢性肝病(CLD)和肝纤维化是全球重大的健康负担,其病因包括病毒性肝炎、酗酒和非酒精性脂肪肝(NAFLD)。这些疾病通常会发展为肝硬化、肝功能衰竭和肝细胞癌(HCC),因此迫切需要有效的诊断和治疗策略。新出现的生物标志物和治疗靶点为早期诊断和干预慢性肝病和肝纤维化提供了前景广阔的途径。生物标志物对早期检测和监测慢性肝病和肝纤维化至关重要,可及时进行治疗干预。肝酶(谷丙转氨酶、谷草转氨酶)、胆红素和血小板计数等血清生物标记物一直被广泛使用,但它们缺乏特异性和敏感性。最近的进展发现了一些新型生物标志物,它们的诊断性能有所提高。例如,透明质酸、III型胶原蛋白N端肽(P3NP)和金属蛋白酶组织抑制剂-1(TIMP-1)等纤维化标志物的血清水平已显示出评估肝纤维化的潜力。此外,瞬时弹性成像和磁共振弹性成像等非侵入性成像技术可定量测量肝脏硬度,并与肝纤维化阶段相关联。肝纤维化的发病机制涉及肝细胞、肝星状细胞(HSCs)和细胞外基质(ECM)之间复杂的相互作用。造血干细胞通过转化为分泌胶原蛋白和其他 ECM 成分的肌成纤维细胞,在肝纤维化过程中发挥着核心作用。针对造血干细胞的活化和增殖已成为一种前景广阔的治疗策略。小分子抑制剂,如针对 PDGF 和 TGF-? 信号通路的抑制剂,已在临床前模型中显示出疗效。此外,抗LOXL2单克隆抗体simtuzumab等抗纤维化药物正在临床试验中进行评估,以确定其阻止或逆转纤维化进展的潜力。另一种很有前景的方法是调节肠肝轴。肠道菌群失调和肠道渗透性增加会导致肝脏炎症和纤维化。目前正在探索益生菌、益生元和粪便微生物群移植(FMT)的潜力,以恢复肠道平衡并减轻肝损伤。此外,免疫系统在肝纤维化中的作用也备受关注,人们正在研究免疫检查点抑制剂和抗炎药物调节免疫反应和减轻肝纤维化的能力。关键词 慢性肝病 纤维化 生物标志物 治疗靶点
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引用次数: 0
The role of cybersecurity in facilitating sustainable healthcare solutions: Overcoming challenges to protect sensitive data 网络安全在促进可持续医疗解决方案中的作用:克服挑战,保护敏感数据
Pub Date : 2024-06-13 DOI: 10.51594/imsrj.v4i6.1228
Oluwabunmi Layode, Henry Nwapali Ndidi Naiho, Gbenga Sheriff Adeleke, Ezekiel Onyekachukwu Udeh, Talabi Temitope Labake
This study systematically reviews the intersection of cybersecurity and healthcare, aiming to identify the evolving threats, technological advancements, and the efficacy of current cybersecurity measures. Employing a systematic literature review and content analysis methodology, the research scrutinizes peer-reviewed articles, conference proceedings, and white papers from 2014 to 2023, focusing on the integration of advanced cybersecurity technologies, the impact of standards and regulations, and stakeholder implications in healthcare cybersecurity. Key findings reveal a dynamic cybersecurity landscape characterized by sophisticated threats and the critical role of emerging technologies such as artificial intelligence, blockchain, and machine learning in enhancing security measures. The study underscores the importance of standards and regulations in establishing a unified cybersecurity framework and highlights the multifaceted implications for stakeholders, including healthcare providers, patients, policymakers, and technology developers. The research concludes that while significant advancements have been made in healthcare cybersecurity, challenges remain in integrating emerging technologies, educating healthcare staff, and fostering collaboration among stakeholders. Strategic recommendations for healthcare leaders and policymakers include prioritizing cybersecurity as a core component of healthcare delivery, investing in cybersecurity education, and advocating for robust standards and regulations. This study contributes to the understanding of cybersecurity in healthcare, providing a foundation for future research and strategic planning to safeguard sensitive health information and ensure the resilience of healthcare services against cyber threats. Keywords:  Healthcare Cybersecurity, Emerging Technologies, Standards and Regulations, Stakeholder Implications.
本研究系统回顾了网络安全与医疗保健的交叉点,旨在确定不断演变的威胁、技术进步以及当前网络安全措施的有效性。本研究采用系统的文献综述和内容分析方法,仔细研究了 2014 年至 2023 年的同行评审文章、会议论文集和白皮书,重点关注先进网络安全技术的整合、标准和法规的影响以及利益相关者对医疗保健网络安全的影响。主要研究结果表明,网络安全形势充满活力,其特点是威胁复杂,人工智能、区块链和机器学习等新兴技术在加强安全措施方面发挥着关键作用。研究强调了标准和法规在建立统一的网络安全框架中的重要性,并突出了对医疗服务提供者、患者、政策制定者和技术开发者等利益相关者的多方面影响。研究认为,虽然医疗保健网络安全取得了重大进展,但在整合新兴技术、教育医疗保健人员和促进利益相关者之间的合作方面仍存在挑战。针对医疗保健领导者和政策制定者的战略建议包括:将网络安全作为医疗保健服务的核心组成部分,对网络安全教育进行投资,并倡导制定健全的标准和法规。这项研究有助于人们了解医疗保健领域的网络安全,为未来的研究和战略规划提供基础,以保护敏感的健康信息,确保医疗保健服务能够抵御网络威胁。关键词 医疗保健网络安全、新兴技术、标准和法规、利益相关者的影响。
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引用次数: 0
Nutritional breakthroughs: Dietary interventions to prevent liver and kidney diseases in the US and Africa 营养突破:美国和非洲预防肝脏和肾脏疾病的饮食干预措施
Pub Date : 2024-06-06 DOI: 10.51594/imsrj.v4i5.1189
Chukwudi Cosmos Maha, Tolulope Olagoke Kolawole, Samira Abdul
Nutritional breakthroughs have the potential to revolutionize the prevention and management of liver and kidney diseases in both the United States and Africa. Liver and kidney diseases are significant public health concerns globally, with risk factors including poor diet, obesity, diabetes, and hypertension. Dietary interventions offer a promising approach to reducing the burden of these diseases, as diet plays a crucial role in their development and progression. In recent years, research has highlighted the importance of specific nutrients and dietary patterns in promoting liver and kidney health. For example, studies have shown that a diet rich in fruits, vegetables, whole grains, and lean proteins can help prevent and manage liver and kidney diseases. These foods are high in antioxidants, vitamins, and minerals, which play key roles in reducing inflammation, oxidative stress, and the risk of developing fatty liver disease, cirrhosis, and chronic kidney disease. Furthermore, emerging research suggests that certain dietary components, such as omega-3 fatty acids, polyphenols, and prebiotics, may have protective effects on the liver and kidneys. These nutrients can help improve liver and kidney function, reduce the risk of fibrosis and kidney stones, and enhance overall organ health. In Africa, where the burden of liver and kidney diseases is rising due to urbanization and changes in dietary habits, nutritional interventions offer a cost-effective and sustainable approach to preventing these diseases. By promoting traditional African diets, which are rich in plant-based foods, fiber, and healthy fats, public health efforts can help reduce the incidence of liver and kidney diseases in the region. Overall, nutritional breakthroughs in dietary interventions offer promising strategies for preventing liver and kidney diseases in both the United States and Africa. By promoting healthy eating habits and incorporating key nutrients into daily diets, individuals can take proactive steps to protect their liver and kidney health. Keywords:  Nutritional Breakthroughs; Dietary Interventions; Prevent; Liver Diseases; Kidney Diseases.
在美国和非洲,营养方面的突破有可能彻底改变肝脏和肾脏疾病的预防和管理。肝脏和肾脏疾病是全球关注的重大公共卫生问题,其风险因素包括不良饮食、肥胖、糖尿病和高血压。饮食干预为减轻这些疾病的负担提供了一种前景广阔的方法,因为饮食在这些疾病的发生和发展过程中起着至关重要的作用。近年来,研究强调了特定营养素和饮食模式对促进肝脏和肾脏健康的重要性。例如,研究表明,富含水果、蔬菜、全谷物和瘦肉的饮食有助于预防和控制肝肾疾病。这些食物富含抗氧化剂、维生素和矿物质,在减少炎症、氧化应激以及脂肪肝、肝硬化和慢性肾病的发病风险方面发挥着关键作用。此外,新的研究表明,ω-3 脂肪酸、多酚和益生元等某些膳食成分可能对肝脏和肾脏有保护作用。这些营养素有助于改善肝脏和肾脏功能,降低纤维化和肾结石的风险,并增强器官的整体健康。在非洲,由于城市化和饮食习惯的改变,肝脏和肾脏疾病的负担日益加重,营养干预为预防这些疾病提供了一种具有成本效益且可持续的方法。通过推广富含植物性食物、纤维和健康脂肪的非洲传统饮食,公共卫生工作有助于降低该地区肝肾疾病的发病率。总之,饮食干预方面的营养突破为美国和非洲预防肝肾疾病提供了前景广阔的策略。通过推广健康的饮食习惯并将关键营养素纳入日常饮食,个人可以采取积极措施保护肝脏和肾脏健康。关键词 营养突破;膳食干预;预防;肝脏疾病;肾脏疾病。
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引用次数: 0
Innovations in real-time infectious disease surveillance using AI and mobile data 利用人工智能和移动数据进行实时传染病监测的创新方法
Pub Date : 2024-06-06 DOI: 10.51594/imsrj.v4i6.1190
Janet Aderonke Olaboye, Chukwudi Cosmos Maha, Tolulope Olagoke Kolawole, Samira Abdul
The integration of artificial intelligence (AI) and mobile health data has ushered in a new era of real-time infectious disease surveillance, offering unprecedented insights into disease dynamics and enabling proactive public health interventions. This paper explores the innovative applications of AI and mobile data in transforming traditional surveillance systems for infectious diseases. By harnessing the power of AI algorithms, coupled with the vast amount of data generated from mobile devices, researchers and public health authorities can now monitor disease outbreaks in real-time with greater accuracy and efficiency. AI-driven predictive models analyze diverse datasets, including demographic information, travel patterns, and social media activity, to detect early signs of disease emergence and predict potential outbreaks. The use of mobile health data provides a wealth of information that was previously inaccessible to traditional surveillance methods. Mobile apps, wearables, and other connected devices enable continuous monitoring of individuals' health indicators, allowing for early detection of symptoms and rapid response to potential threats. Furthermore, geolocation data from mobile devices facilitates the tracking of population movements and the identification of high-risk areas for disease transmission. However, this innovative approach to infectious disease surveillance also presents challenges and ethical considerations. Privacy concerns regarding the collection and use of mobile health data must be carefully addressed to ensure individuals' rights are protected. Additionally, issues related to data quality, interoperability, and algorithm bias need to be mitigated to ensure the reliability and effectiveness of AI-driven surveillance systems. In conclusion, the integration of AI and mobile health data holds immense promise for revolutionizing real-time infectious disease surveillance. By leveraging these technologies, public health authorities can gain valuable insights into disease dynamics, enhance early detection capabilities, and implement targeted interventions to prevent the spread of infectious diseases. However, it is essential to address the challenges and ethical considerations associated with this approach to ensure its responsible and effective implementation. Keywords:  Innovations, Real-Time Infectious Disease, Surveillance, AI, Mobile Data.
人工智能(AI)与移动健康数据的整合开创了传染病实时监控的新时代,为疾病动态提供了前所未有的洞察力,并促成了积极主动的公共卫生干预措施。本文探讨了人工智能和移动数据在改变传统传染病监测系统方面的创新应用。通过利用人工智能算法的力量,再加上移动设备产生的大量数据,研究人员和公共卫生机构现在可以更准确、更高效地实时监测疾病爆发。人工智能驱动的预测模型分析各种数据集,包括人口信息、旅行模式和社交媒体活动,以检测疾病出现的早期迹象并预测潜在的疫情爆发。移动健康数据的使用提供了大量以前传统监测方法无法获取的信息。移动应用程序、可穿戴设备和其他联网设备可对个人的健康指标进行持续监测,从而及早发现症状并对潜在威胁做出快速反应。此外,来自移动设备的地理定位数据也有助于追踪人口流动和识别疾病传播的高风险地区。然而,这种创新的传染病监测方法也带来了挑战和伦理方面的考虑。必须认真解决收集和使用移动健康数据方面的隐私问题,以确保个人权利得到保护。此外,还需要减少与数据质量、互操作性和算法偏差有关的问题,以确保人工智能驱动的监测系统的可靠性和有效性。总之,人工智能与移动健康数据的整合为彻底改变实时传染病监测带来了巨大希望。通过利用这些技术,公共卫生部门可以获得有关疾病动态的宝贵见解,提高早期检测能力,并实施有针对性的干预措施,以防止传染病的传播。然而,必须解决与这种方法相关的挑战和伦理考虑,以确保其负责任和有效的实施。关键词 创新 实时传染病 监控 人工智能 移动数据
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引用次数: 0
Application strategies of resting heart rate for monitoring training load intensity in football players 应用静息心率监测足球运动员训练负荷强度的策略
Pub Date : 2024-05-11 DOI: 10.51594/imsrj.v4i5.1129
Katherine Ning li, Zhiyuan Tan
Resting heart rate, as a vital physiological indicator, holds significant potential in monitoring the training load intensity of football players. This paper systematically explores the concept, role, and application of resting heart rate in football player training. Firstly, it elucidates the concept and role of resting heart rate, including its indication of health status and training adaptation. Secondly, it discusses the importance of resting heart rate in evaluating the training load intensity of football players and proposes corresponding practical application methods. Lastly, it offers some suggestions to facilitate the effective utilization of resting heart rate in football player training. By following these recommendations, coaches and athletes can effectively utilize resting heart rate to optimize training programs for football players, improving their performance and reducing the risk of injury. Keywords:  Resting Heart Rate (RHR), Football Players, Training Load, Medical Supervision.
静息心率作为一项重要的生理指标,在监测足球运动员的训练负荷强度方面具有很大的潜力。本文系统地探讨了静息心率的概念、作用以及在足球运动员训练中的应用。首先,本文阐明了静息心率的概念和作用,包括其对健康状况和训练适应性的指示作用。其次,论述了静息心率在评估足球运动员训练负荷强度中的重要性,并提出了相应的实际应用方法。最后,它提出了一些建议,以促进静息心率在足球运动员训练中的有效利用。按照这些建议,教练员和运动员可以有效地利用静息心率来优化足球运动员的训练计划,提高他们的表现并降低受伤的风险。关键词:静息心率 静息心率(RHR)、足球运动员、训练负荷、医疗监督。
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引用次数: 0
Leveraging machine learning for vaccine distribution in resource-limited settings: A synthesis of approaches 利用机器学习在资源有限的环境中分配疫苗:方法综述
Pub Date : 2024-05-05 DOI: 10.51594/imsrj.v4i5.1120
Charles Chukwudalu Ebulue, Ogochukwu Virginia Ekkeh, Ogochukwu Roseline Ebulue, Chukwunonso Sylvester Ekesiobi
 Vaccine distribution in resource-limited settings remains a crucial global health challenge, exacerbated by factors such as inadequate infrastructure, limited resources, and complex supply chains. Leveraging machine learning (ML) holds promise for optimizing distribution efficiency and ensuring equitable access to life-saving vaccines. This paper synthesizes various ML approaches aimed at addressing vaccine distribution challenges in resource-constrained environments. The literature review examines existing research on ML applications in healthcare and vaccine distribution, highlighting key findings and methodologies. Methodologically, criteria were established for selecting relevant studies, with a focus on ML techniques and their effectiveness in resource-limited contexts.  Key ML approaches identified include predictive analytics for demand forecasting, route optimization algorithms for efficient vaccine delivery, and decision support systems for prioritizing distribution efforts. Case studies illustrate successful ML implementations in real-world settings, showcasing improved vaccine coverage and reduced wastage. Despite promising results, challenges persist, including data scarcity, model generalization, and ethical considerations. Future research directions include enhancing data collection methods, refining ML algorithms for specific contexts, and integrating ML solutions into existing healthcare systems. In conclusion, this synthesis underscores the transformative potential of ML in revolutionizing vaccine distribution in resource-limited settings. By addressing logistical barriers and optimizing resource allocation, ML-driven approaches offer a pathway towards achieving universal immunization coverage and mitigating the impact of infectious diseases on vulnerable populations. Keywords:  Machine Learning, Vaccine Distribution, Resource-Limited Settings, Synthesis of Approaches.
在资源有限的环境中分发疫苗仍然是全球健康面临的一项重要挑战,基础设施不足、资源有限和供应链复杂等因素加剧了这一挑战。利用机器学习(ML)有望优化分发效率,确保公平获得救命疫苗。本文综述了旨在应对资源有限环境下疫苗分发挑战的各种 ML 方法。文献综述审查了有关 ML 在医疗保健和疫苗分发领域应用的现有研究,重点介绍了主要研究成果和方法。在方法论上,为选择相关研究制定了标准,重点关注 ML 技术及其在资源有限环境中的有效性。 已确定的主要 ML 方法包括需求预测的预测分析、高效运送疫苗的路线优化算法以及确定分发工作优先次序的决策支持系统。案例研究说明了在实际环境中成功实施的 ML,展示了疫苗覆盖率的提高和浪费的减少。尽管成果喜人,但挑战依然存在,包括数据稀缺、模型泛化和伦理考虑。未来的研究方向包括改进数据收集方法、针对具体情况完善 ML 算法,以及将 ML 解决方案整合到现有的医疗保健系统中。总之,本综述强调了 ML 在彻底改变资源有限环境中疫苗分配方面的变革潜力。通过解决后勤障碍和优化资源分配,ML 驱动的方法为实现全民免疫覆盖和减轻传染病对弱势群体的影响提供了一条途径。关键词 机器学习 疫苗分发 资源有限环境 方法综述
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引用次数: 0
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International Medical Science Research Journal
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