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Advancing ADHD education: autonomy, technology, and inclusive strategies 推进多动症教育:自主、技术和全纳战略
Pub Date : 2024-03-30 DOI: 10.30574/gscarr.2024.18.3.0084
Vana Gkora
This paper explores the integration of autonomy-supportive practices and technological interventions in primary education for students with Attention-Deficit/Hyperactivity Disorder (ADHD). It underscores the significance of creating educational environments that promote autonomy, leveraging cutting-edge technology to tailor learning experiences to the unique needs of ADHD students. Through a systematic literature review, the study highlights the importance of parental involvement and interdisciplinary approaches in enhancing academic achievement, social integration, and emotional well-being of ADHD students. It presents a collaborative framework that combines autonomy, technology, and inclusive strategies, advocating for policy support, community engagement, and digital equity. The findings suggest that a holistic, adaptive educational model is essential for addressing the multifaceted challenges ADHD students face, offering insights for future research and practice.
本文探讨了在针对注意力缺陷/多动障碍(ADHD)学生的小学教育中整合自主支持实践和技术干预的问题。它强调了创造促进自主性的教育环境的重要性,利用尖端技术为注意力缺陷/多动障碍(ADHD)学生量身定制学习体验,以满足他们的独特需求。通过系统的文献回顾,该研究强调了家长参与和跨学科方法在提高多动症学生学业成绩、社会融合和情感健康方面的重要性。研究提出了一个结合自主、技术和包容性策略的合作框架,倡导政策支持、社区参与和数字公平。研究结果表明,一个全面的、适应性强的教育模式对于解决多动症学生面临的多方面挑战至关重要,为未来的研究和实践提供了启示。
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引用次数: 0
Real-time data analytics in retail: A review of USA and global practices 零售业的实时数据分析:美国和全球实践回顾
Pub Date : 2024-03-30 DOI: 10.30574/gscarr.2024.18.3.0089
Mustafa Ayobami Raji, H. B. Olodo, Timothy Tolulope Oke, Wilhelmina Afua Addy, Onyeka Chrisanctus Ofodile, A. Oyewole
Real-time data analytics has emerged as a pivotal tool in the retail sector, revolutionizing decision-making processes and operational strategies. This study delves into the extensive landscape of real-time data analytics in retail, offering a comprehensive review of practices both in the USA and on a global scale. In the United States, retail giants have harnessed real-time data analytics to gain unprecedented insights into consumer behavior, preferences, and market trends. From personalized marketing campaigns to dynamic pricing strategies, retailers leverage real-time analytics to optimize inventory management and enhance the overall customer experience. The integration of technologies like RFID, IoT devices, and advanced analytics platforms has facilitated the seamless flow of data, enabling retailers to respond swiftly to changing market dynamics. On a global scale, diverse retail markets have embraced real-time data analytics to stay competitive in an ever-evolving landscape. Cross-border e-commerce and the proliferation of online marketplaces have intensified the need for real-time insights into global consumer trends. Retailers worldwide are adopting predictive analytics to forecast demand, reduce stockouts, and streamline supply chain operations. Moreover, the integration of artificial intelligence and machine learning algorithms enhances the ability to analyze vast datasets, uncovering hidden patterns and predicting future market trends. Challenges such as data privacy concerns, integration complexities, and the need for skilled professionals are acknowledged in this review. Despite these challenges, the transformative impact of real-time data analytics on the retail sector is undeniable. As technology continues to advance, the synergy between real-time data analytics and retail practices is expected to deepen, fostering innovation and reshaping the industry's landscape. This study provides a glimpse into the dynamic and evolving realm of real-time data analytics in retail, offering insights into the strategies employed by both the USA and global players to thrive in an era of rapid technological change.
实时数据分析已成为零售业的重要工具,彻底改变了决策过程和运营战略。本研究深入探讨了实时数据分析在零售业中的广泛应用,对美国和全球范围内的实践进行了全面回顾。在美国,零售业巨头利用实时数据分析技术,对消费者行为、偏好和市场趋势获得了前所未有的洞察力。从个性化营销活动到动态定价策略,零售商利用实时分析来优化库存管理和提升整体客户体验。无线射频识别(RFID)、物联网设备和高级分析平台等技术的整合促进了数据的无缝流动,使零售商能够迅速应对不断变化的市场动态。在全球范围内,各种零售市场都采用了实时数据分析技术,以便在不断变化的环境中保持竞争力。跨境电子商务和在线市场的激增加剧了对实时洞察全球消费趋势的需求。全球零售商正在采用预测分析技术来预测需求、减少缺货并简化供应链运营。此外,人工智能和机器学习算法的整合提高了分析庞大数据集、发现隐藏模式和预测未来市场趋势的能力。数据隐私问题、集成的复杂性以及对熟练专业人员的需求等挑战在本综述中都有所提及。尽管存在这些挑战,但实时数据分析对零售业的变革性影响是不可否认的。随着技术的不断进步,实时数据分析与零售实践之间的协同作用有望进一步深化,从而促进创新并重塑行业格局。本研究报告让我们一窥零售业实时数据分析的动态和演变领域,深入了解美国和全球零售商在技术快速变化的时代为实现繁荣所采取的战略。
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引用次数: 0
Human and animal cells under influence of different lighting and stimulus 不同光照和刺激影响下的人类和动物细胞
Pub Date : 2024-03-30 DOI: 10.30574/gscarr.2024.18.3.0097
Eric Almeida, Eric Almeida Xavier, Anelise Freitas, Isabela Canavezzi Matias
Circadian rhythms, are the basis of homeostasis of organisms like human and other mammals. Violation of circadian rhythms leads to the development of pathological conditions and severe course of preexisting pathologies. For example some work with B16-F1O cells (B16) has shown that molecules like opsins, Circadian Locomotor Output Cycles Kaput (CLOCK) and clock genes are changed after a white light pulse (WLP). Like this, melanopsin (OPN4) and rhodopsin (OPN2) through UVA irradiation induced B16 pigmentation. Thus, heat shock reduces secreted rhodopsin expression in normal Melan-a melanocytes, while the opposite effect is found in malignant B16 cells. In both cell lines UVA radiation increases the expression of melanopsin and melanin, interfering with several clock genes, and also increasing the DNA repair enzyme xeroderma pigmentosum, complementation group A (XPA). Furthermore, B16 are more responsive to UVA radiation when compared to normal cells. Thereby, opsins are involved in animal camouflage. And their functions in humans involve different wavelengths, for example in skin the keratinocyte differentiation by (410 nm) involved cone opsin (OPN1) and rhodopsin (OPN2), like this in epidermal keratinocytes irradiation by (447 nm) accelerates closure in wound-healing and violet light (415 nm) induced hyperpigmentation. Furthermore, in B16 cell culture certain wavelengths induce proliferation or inhibition like signs of apoptosis and necrosis. Finally understanding the response of opsins and clock genes to different wavelengths in the skin, we could attribute a therapeutic of photobiomodulation (PBM) to approach various dermatological conditions, such as psoriasis, atopic dermatitis, hair growth, wound healing and tissue regeneration.
昼夜节律是人类和其他哺乳动物等生物体平衡的基础。违反昼夜节律会导致病理状态的发展和原有病理状态的严重恶化。例如,对 B16-F1O 细胞(B16)进行的一些研究表明,在白光脉冲(WLP)作用下,光蛋白、昼夜节律运动输出周期(CLOCK)和时钟基因等分子会发生变化。与此类似,黑视蛋白(OPN4)和红视蛋白(OPN2)通过 UVA 照射诱导 B16 色素沉着。因此,在正常的 Melan-a 黑色素细胞中,热休克会降低分泌的视紫红质的表达,而在恶性 B16 细胞中则出现相反的效果。在这两种细胞系中,UVA 辐射都会增加黑色素视蛋白和黑色素的表达,干扰多个时钟基因,并增加 DNA 修复酶色素沉着病互补组 A(XPA)的表达。此外,与正常细胞相比,B16 对 UVA 辐射的反应更为敏感。因此,蛋白参与了动物的伪装。例如,在皮肤角质细胞分化过程中,波长为 410 纳米的锥形视蛋白(OPN1)和视紫红质(OPN2)参与了角质细胞分化,同样,在表皮角质细胞中,波长为 447 纳米的辐照可加速伤口愈合,而波长为 415 纳米的紫光可诱导色素沉着。此外,在 B16 细胞培养中,某些波长的光线会诱导细胞增殖或抑制细胞凋亡和坏死。通过了解皮肤中的蛋白和时钟基因对不同波长的反应,我们可以将光生物调节(PBM)疗法用于治疗各种皮肤病,如牛皮癣、特应性皮炎、毛发生长、伤口愈合和组织再生。
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引用次数: 0
Evaluating the fairness of credit scoring models: A literature review on mortgage accessibility for under-reserved populations 评估信用评分模型的公平性:关于贫困人口抵押贷款可获得性的文献综述
Pub Date : 2024-03-30 DOI: 10.30574/gscarr.2024.18.3.0104
Taiwo Inumidun Adegoke, Onyeka Chrisanctus Ofodile, Nneka Adaobi Ochuba, Olatunji Akinrinola
This literature review critically evaluates the fairness of credit scoring models concerning mortgage accessibility for under-reserved populations. The review scrutinizes a diverse range of scholarly articles, reports, and empirical studies spanning various disciplines, including finance, economics, sociology, and public policy. It examines the methodologies, findings, and limitations of existing research to illuminate the multifaceted dimensions of credit scoring fairness and its implications for mortgage accessibility. Firstly, the review outlines the conceptual framework of credit scoring fairness, emphasizing the importance of equality, transparency, and accountability in credit assessment processes. It explores the evolution of credit scoring models and their impact on mortgage lending practices, particularly for historically marginalized communities such as racial minorities, low-income households, and individuals with limited credit histories. Secondly, the review analyzes the methodologies employed in evaluating the fairness of credit scoring models. It identifies key metrics and statistical techniques used to assess disparities in mortgage approval rates, interest rates, and loan terms across demographic groups. Thirdly, the review synthesizes empirical evidence on the extent and persistence of disparities in mortgage accessibility for under-reserved populations. It highlights systemic barriers, including discriminatory lending practices, redlining, and institutionalized biases embedded within credit scoring models. Fourthly, the review discusses the implications of credit scoring fairness for financial inclusion, social equity, and economic mobility. It underscores the need for innovative policy interventions, industry best practices, and consumer education initiatives to address systemic inequities in mortgage lending and promote inclusive homeownership opportunities for under-reserved, Finally, this literature review offers a comprehensive overview of the fairness of credit scoring models in the context of mortgage accessibility for under-reserved populations. By synthesizing empirical evidence, theoretical frameworks, and policy implications, it contributes to a deeper understanding of the challenges and opportunities in promoting equitable access to homeownership and financial security for all.
本文献综述批判性地评估了信用评分模型的公平性,这些模型涉及未得到充分保障的人群的抵押贷款可获得性。综述仔细研究了各种学术文章、报告和实证研究,涉及金融学、经济学、社会学和公共政策等多个学科。综述探讨了现有研究的方法、结论和局限性,以揭示信用评分公平性的多面性及其对抵押贷款可获得性的影响。首先,综述概述了信用评分公平性的概念框架,强调了信用评估过程中平等、透明和问责的重要性。它探讨了信用评分模型的演变及其对抵押贷款实践的影响,特别是对历史上被边缘化的群体,如少数民族、低收入家庭和信用记录有限的个人的影响。其次,审查分析了评估信用评分模型公平性所采用的方法。它确定了用于评估不同人口群体在抵押贷款批准率、利率和贷款条件方面差异的关键指标和统计技术。第三,该研究综述了关于未得到充分保障的人群在抵押贷款可获得性方面的差异程度和持续性的经验证据。它强调了系统性障碍,包括歧视性贷款做法、红线以及信用评分模型中的制度化偏见。第四,审查讨论了信用评分公平性对金融包容性、社会公平和经济流动性的影响。它强调了创新政策干预、行业最佳实践和消费者教育举措的必要性,以解决抵押贷款中的系统性不公平问题,并促进为未得到充分保护的人群提供包容性的购房机会。 最后,本文献综述全面概述了在未得到充分保护的人群获得抵押贷款的背景下信用评分模型的公平性。通过综合实证证据、理论框架和政策影响,本文献综述有助于加深对促进所有人公平获得住房所有权和金融安全的挑战和机遇的理解。
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引用次数: 0
Exploring herbal medicine regulation in Nigeria: Balancing traditional practices with modern standards 探索尼日利亚的草药法规:平衡传统做法与现代标准
Pub Date : 2024-03-30 DOI: 10.30574/gscarr.2024.18.3.0094
Michael Alurame Eruaga, Esther Oleiye Itua, James Tabat Bature
The regulation of herbal medicine in Nigeria stands at the intersection of tradition and modernity, presenting a complex landscape shaped by historical practices, cultural beliefs, and contemporary healthcare standards. This paper delves into the intricate dynamics surrounding the regulation of herbal medicine in Nigeria, aiming to elucidate the challenges and opportunities inherent in balancing traditional practices with modern regulatory standards. Drawing from a multidisciplinary approach encompassing medical anthropology, public health, and legal studies, this research explores the historical roots of herbal medicine in Nigeria, tracing its evolution from indigenous healing practices to its current status within the broader healthcare system. It examines the cultural significance of traditional medicine, considering its role in local communities and its enduring relevance in addressing healthcare needs, particularly in underserved rural areas. However, alongside the rich tapestry of traditional healing, concerns regarding safety, efficacy, and standardization have prompted calls for regulatory reforms to align herbal medicine practices with modern healthcare standards. This paper scrutinizes the existing regulatory frameworks governing herbal medicine in Nigeria, analyzing the strengths, weaknesses, and gaps therein. It explores the tension between preserving traditional knowledge and ensuring consumer protection, highlighting the need for a nuanced approach that respects cultural heritage while safeguarding public health. Furthermore, this research assesses the implications of regulatory interventions on various stakeholders, including herbal practitioners, consumers, and policymakers. It considers strategies for enhancing collaboration between traditional healers and the formal healthcare sector, fostering mutual respect, and promoting evidence-based practices. Ultimately, this study underscores the imperative of striking a delicate balance between tradition and modernity in regulating herbal medicine in Nigeria, advocating for a harmonized approach that upholds both cultural integrity and healthcare quality.
尼日利亚的草药监管处于传统与现代的交汇点,呈现出由历史习俗、文化信仰和当代医疗保健标准所形成的复杂景观。本文深入探讨了尼日利亚草药监管的复杂动态,旨在阐明在传统做法与现代监管标准之间取得平衡所固有的挑战和机遇。本研究采用医学人类学、公共卫生和法律研究等多学科方法,探讨了尼日利亚草药的历史根源,追溯了草药从本土治疗实践到目前在更广泛的医疗保健系统中的地位的演变过程。研究探讨了传统医药的文化意义,考虑了其在当地社区的作用及其在满足医疗保健需求方面的持久相关性,尤其是在服务不足的农村地区。然而,在传统疗法丰富多彩的同时,人们对其安全性、有效性和标准化的担忧也促使人们呼吁进行监管改革,使草药实践符合现代医疗保健标准。本文仔细研究了尼日利亚草药的现有监管框架,分析了其中的优势、劣势和差距。它探讨了保护传统知识与确保消费者保护之间的矛盾,强调了在尊重文化遗产的同时保障公众健康的微妙方法的必要性。此外,本研究还评估了监管干预对草药从业者、消费者和政策制定者等各利益相关方的影响。研究还考虑了加强传统医士与正规医疗部门之间的合作、促进相互尊重以及推广循证实践的策略。最终,本研究强调了在尼日利亚草药监管中实现传统与现代之间微妙平衡的必要性,倡导采取一种既能维护文化完整性又能保证医疗质量的协调方法。
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引用次数: 0
Prevalence of surgical site infections and antibiotic resistance pattern in a Tertiary care Orthopaedic unit 骨科三级护理单位的手术部位感染率和抗生素耐药性模式
Pub Date : 2024-03-30 DOI: 10.30574/gscarr.2024.18.3.0100
S. Gobinath, Thanabalasingam Satheeskumar, Sivarajah Ushjenthan, Thayasivam Gobyshanger, Aerampamoorthy Janithree, Paramanathan Shathana
Introduction: Surgical site infections (SSIs) in orthopaedic surgeries pose a significant risk to outcomes. These infections ranging from superficial to periprosthetic joint complications result from various factors including patient-related conditions and environmental factors. Staphylococcus aureus, with increasing antibiotic resistance, is a predominant cause. Perioperative antibiotic prophylaxis recommended by the WHO is crucial. Establishing national surveillance considering local antibiotic resistance and continuous auditing are essential for formulating effective guidelines to prevent and manage SSIs. Methods: This is a retrospective study conducted at a tertiary care hospital from December 2022 to November 2023 at the orthopaedic unit. The study population was all the patients who had surgical site infections following clean orthopaedic surgeries during the study period. An institutional-level ethical clearance was obtained. Results: This retrospective study conducted at a tertiary orthopaedic unit in Jaffna, Sri Lanka, aimed to investigate surgical site infections (SSI) following clean orthopaedic surgeries. Analyzing data from 1676 surgeries over one year, the study identified 83 culture-proven SSIs, yielding an annual incidence of 4.95%. The majority of SSIs occurred in males (62.7%) and were associated predominantly with lower limb surgeries (83.1%). Contrary to global trends, Pseudomonas emerged as the most common causative organism (31.3%). Discussion: Notably, the study revealed significant variations in antibiotic sensitivity patterns among isolated organisms. While Pseudomonas exhibited sensitivity to a wide range of antibiotics, coliforms displayed resistance to several agents. This emphasizes regional and institutional differences in antibiotic resistance patterns. Conclusion: Continuous large-scale institutional audits are crucial for shaping effective antibiotic policies. The study underscores the dynamic nature of SSI aetiology, emphasizing the need for tailored preventive measures based on regional data.
导言:骨科手术中的手术部位感染(SSIs)对手术效果构成重大风险。造成这些感染的因素多种多样,从浅表感染到假体周围关节并发症,包括与患者相关的条件和环境因素。金黄色葡萄球菌对抗生素的耐药性越来越强,是主要的致病原因。世界卫生组织建议的围手术期抗生素预防至关重要。考虑到当地的抗生素耐药性,建立国家监控系统并进行持续审核对于制定有效的 SSI 预防和管理指南至关重要。方法:这是一项回顾性研究,于 2022 年 12 月至 2023 年 11 月在一家三级甲等医院的骨科病房进行。研究对象为研究期间接受清洁骨科手术后发生手术部位感染的所有患者。研究获得了机构层面的伦理许可。研究结果这项回顾性研究在斯里兰卡贾夫纳的一家三级骨科医院进行,旨在调查清洁骨科手术后的手术部位感染(SSI)情况。通过分析一年内 1676 例手术的数据,研究发现了 83 例经培养证实的 SSI,年发生率为 4.95%。大多数SSI发生在男性身上(62.7%),主要与下肢手术有关(83.1%)。与全球趋势相反,假单胞菌是最常见的致病菌(31.3%)。讨论:值得注意的是,该研究揭示了分离出的微生物对抗生素的敏感性模式存在显著差异。假单胞菌对多种抗生素表现出敏感性,而大肠菌群则对多种药物表现出耐药性。这表明抗生素耐药性模式存在地区和机构差异。结论持续的大规模机构审计对于制定有效的抗生素政策至关重要。本研究强调了 SSI 病因的动态性,强调了根据地区数据采取针对性预防措施的必要性。
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引用次数: 0
Stage IV Triple-negative breast cancer with brain and visceral metastasis has a complete response to sacituzumab govitecan: A Case Report 伴有脑和内脏转移的 IV 期三阴性乳腺癌对 sacituzumab govitecan 完全应答:病例报告
Pub Date : 2024-03-30 DOI: 10.30574/gscarr.2024.18.3.0083
Ashraf Alakkad, A. Chehal, Norbert W Dreier
Background: Triple-negative breast cancer (TNBC) is a particularly aggressive subtype of cancer, characterized by its high propensity for metastasis. Patients who experience the development of brain metastases (BMs) and visceral metastasis face a challenging prognosis, as effective systemic treatment options for this specific condition are limited. Case presentation: This case report describes the journey of a 42-year-old female patient diagnosed with left-sided triple-negative breast cancer with metastasis to the lymph nodes, bone, and brain. The patient underwent a combination of chemotherapy, immunotherapy, and targeted therapy, showing an initial response but subsequent disease progression. Multiple treatment modalities, including surgery, radiotherapy, including stereotactic radiotherapy, were employed to manage the metastases. The patient experienced complications such as anemia and hypocalcemia and received supportive care. Serial imaging, including positron emission tomography and MRI, were utilized for monitoring treatment response and disease progression documented. Conclusion: The findings of this case report provide support for considering sacituzumab govitecan as a potential treatment option for recurrent and even BRCA-mutant triple-negative breast cancer (TNBC). Notably, sacituzumab govitecan demonstrated high activity in the presence of active bone and brain metastases.
背景:三阴性乳腺癌(TNBC三阴性乳腺癌(TNBC)是一种侵袭性特别强的癌症亚型,其特点是转移倾向高。发生脑转移(BMs)和内脏转移的患者预后极具挑战性,因为针对这种特殊情况的有效全身治疗方案非常有限。病例介绍:本病例报告描述了一名被诊断为左侧三阴性乳腺癌并伴有淋巴结、骨和脑转移的 42 岁女性患者的治疗历程。患者接受了化疗、免疫疗法和靶向疗法的综合治疗,最初出现了反应,但随后疾病进展。患者接受了包括手术、放疗(包括立体定向放疗)在内的多种治疗方式来控制转移。患者出现了贫血和低钙血症等并发症,接受了支持性治疗。利用正电子发射断层扫描和核磁共振成像等连续成像技术监测治疗反应,并记录疾病进展情况。结论本病例报告的研究结果支持将萨库珠单抗戈维替康作为复发性甚至是 BRCA 突变三阴性乳腺癌 (TNBC) 的潜在治疗方案。值得注意的是,在存在活动性骨转移和脑转移的情况下,sacituzumab govitecan表现出了很高的活性。
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引用次数: 0
Integrating IoT with Virtual Healthcare: A theoretical framework for enhancing accessibility and efficiency in the U.S. healthcare sector 将物联网与虚拟医疗相结合:提高美国医疗保健行业可及性和效率的理论框架
Pub Date : 2024-03-30 DOI: 10.30574/gscarr.2024.18.3.0087
Anthony Chigozie Anyanwu
This paper presents an open source platform aimed at revolutionizing healthcare delivery in the United States by significantly reducing the cost of virtual healthcare software. The proposed platform addresses the pressing challenges of accessibility and efficiency in the U.S. healthcare sector through cloud native backend solutions and mobile apps driven by modular design and IoT-enabled devices. By leveraging IoT technology, virtual healthcare platforms can provide real-time monitoring, remote consultations, and personalized care, thereby improving patient outcomes and reducing healthcare costs. The platform emphasizes nationwide scalability, inclusivity, and a transition towards a proactive, patient-centric healthcare model. By leveraging the opensource community, modular design and a plugin architecture, it aims to enable feature extensibility beyond what is foreseeable today, promote interoperability, ensure data privacy and security, and promote technology adoption among healthcare providers and patients. The proposal presented in this paper lays the foundation for the implementation aimed at harnessing the full potential of IoT and virtual healthcare to enhance accessibility and efficiency in the U.S. healthcare sector, ultimately advancing the quality of care and well-being of the population.
本文介绍了一个开源平台,旨在通过大幅降低虚拟医疗保健软件的成本,彻底改变美国的医疗保健服务。拟议的平台通过模块化设计和物联网设备驱动的云本地后端解决方案和移动应用程序,解决了美国医疗保健行业在可及性和效率方面面临的紧迫挑战。通过利用物联网技术,虚拟医疗保健平台可提供实时监控、远程会诊和个性化护理,从而改善患者的治疗效果并降低医疗成本。该平台强调全国范围内的可扩展性、包容性,以及向主动、以患者为中心的医疗保健模式过渡。通过利用开源社区、模块化设计和插件架构,该平台旨在实现超出目前可预见的功能可扩展性,促进互操作性,确保数据隐私和安全,并促进医疗服务提供者和患者对技术的采用。本文提出的建议为实施工作奠定了基础,旨在充分利用物联网和虚拟医疗的潜力,提高美国医疗保健行业的可及性和效率,最终提升医疗质量和人民福祉。
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引用次数: 0
Navigating and reviewing ethical dilemmas in AI development: Strategies for transparency, fairness, and accountability 引导和审查人工智能发展中的道德困境:透明、公平和问责策略
Pub Date : 2024-03-30 DOI: 10.30574/gscarr.2024.18.3.0088
Olatunji Akinrinola, Chinwe Chinazo Okoye, Onyeka Chrisanctus Ofodile, Chinonye Esther Ugochukwu
As artificial intelligence (AI) continues to permeate various aspects of our lives, the ethical challenges associated with its development become increasingly apparent. This paper navigates and reviews the ethical dilemmas in AI development, focusing on strategies to promote transparency, fairness, and accountability. The rapid growth of AI technology has given rise to concerns related to bias, lack of transparency, and the need for clear accountability mechanisms. In this exploration, we delve into the intricate ethical landscape of AI, examining issues such as bias and fairness, lack of transparency, and the challenges associated with accountability. To address these concerns, we propose strategies for transparency, including the implementation of Explainable AI (XAI), advocating for open data sharing, and embracing ethical AI frameworks. Furthermore, we explore strategies to promote fairness in AI algorithms, emphasizing the importance of fairness metrics, diverse training data, and continuous monitoring for iterative improvement. Additionally, the paper delves into strategies to ensure accountability in AI development, considering regulatory measures, ethical AI governance, and the incorporation of human-in-the-loop approaches. To provide practical insights, case studies and real-world examples are analyzed to distill lessons learned and best practices. The paper concludes with a comprehensive overview of the proposed strategies, emphasizing the importance of balancing innovation with ethical responsibility in the evolving landscape of AI development. This work contributes to the ongoing discourse on AI ethics, offering a roadmap for navigating the challenges and fostering responsible AI development practices.
随着人工智能(AI)不断渗透到我们生活的方方面面,与其发展相关的伦理挑战也日益明显。本文探讨并回顾了人工智能发展过程中的伦理困境,重点关注促进透明度、公平性和问责制的策略。人工智能技术的快速发展引起了人们对偏见、缺乏透明度以及需要明确问责机制等问题的关注。在这次探讨中,我们将深入研究人工智能错综复杂的伦理问题,探讨偏见与公平、缺乏透明度以及与问责制相关的挑战等问题。为了解决这些问题,我们提出了提高透明度的策略,包括实施可解释的人工智能(XAI)、倡导开放数据共享以及接受人工智能伦理框架。此外,我们还探讨了促进人工智能算法公平性的策略,强调了公平性指标、多样化训练数据和持续监控以实现迭代改进的重要性。此外,本文还深入探讨了确保人工智能开发问责制的策略,考虑了监管措施、人工智能道德治理以及人在回路中的方法。为了提供实用的见解,本文分析了案例研究和现实世界中的例子,以提炼出经验教训和最佳做法。论文最后全面概述了所提出的战略,强调了在不断变化的人工智能发展环境中平衡创新与道德责任的重要性。这项工作有助于当前关于人工智能伦理的讨论,为应对挑战和促进负责任的人工智能开发实践提供了路线图。
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引用次数: 0
Variations of skill-related fitness components in normal and overweight high school children 正常和超重高中生技能相关体能成分的变化
Pub Date : 2024-03-30 DOI: 10.30574/gscarr.2024.18.3.0079
Ajeet Kumar, Preeti Sharma, A. Saharan, Manisha Saharan, Dharmita Yogeshwar, Maliram Sharma
Adolescence means "stepping into adult life." It is a prepubertal phase where the transmutation of childhood into adulthood occurs and the physical and psychosomatic growth of a child takes place. This study has focused on Normal & Over Weight in school going children aged between 10 and 19 years, and their status in skill related fitness. The minimum sample size for each group = 100. The subjects taken into the study were adolescent children with an age group of 10-19 years. For the study, all the students were taken from school who were studying between the 5th standard to 12th standards. After screening the children, the eligible students were randomly called to have their body composition assessed class and section-wise. The children were divided into two groups based on their Body Mass Index (BMI). The BMI was assessed with the weight in kgs divided by height in meters square of the child. The children were divided into two group and skill fitness outcome measures namely Broad Jump Test (BJT); Hand Grip Strength Test (HGS); Bent Arm Hang Test (BAH) were used. This study concluded that the physical fitness that includes skill fitness was decreased in Overweight than Normal weight adolescent boys and girls.
青春期意味着 "步入成人生活"。青春期是青春期前的一个阶段,在这一阶段,童年蜕变为成年,儿童的生理和心理都在成长。本研究的重点是 10 至 19 岁在校儿童的正常体重和超重情况,以及他们与技能相关的体能状况。每组最小样本量为 100 个。研究对象为 10 至 19 岁的青少年儿童。在研究中,所有学生都来自学校,就读于 5 至 12 年级。经过筛选,符合条件的学生被随机召集到班级和科室进行身体成分评估。孩子们根据身体质量指数(BMI)被分为两组。体重指数是用体重(公斤)除以身高(米)得出的。儿童被分为两组,并使用技能体能结果测量方法,即宽跳测试(BJT)、手握力测试(HGS)和屈臂悬垂测试(BAH)。这项研究得出结论,超重青少年男女的体能(包括技能体能)比正常体重青少年男女有所下降。
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引用次数: 0
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GSC Advanced Research and Reviews
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