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Convolutional neural networks for traumatic brain injury classification and outcome prediction 卷积神经网络在颅脑损伤分类和预后预测中的应用
Pub Date : 2023-10-05 DOI: 10.1016/j.hsr.2023.100126
Laura Zinnel, Sarah A. Bentil

The detection and classification of traumatic brain injury (TBI) by medical professionals can vary due to subjectivity and differences in experience. Thus, a computational approach for detecting and classifying TBI would be invaluable for an objective diagnosis of this injury. In this review paper, various machine learning algorithms used to detect, classify, and predict the severity and outcomes of TBI in a clinical setting are discussed. The most promising of these algorithms is the convolutional neural network (CNN), which is highlighted in the review.

医学专业人员对创伤性脑损伤(TBI)的检测和分类可能因主观性和经验差异而有所不同。因此,检测和分类创伤性脑损伤的计算方法对于这种损伤的客观诊断将是非常宝贵的。在这篇综述文章中,讨论了在临床环境中用于检测、分类和预测TBI严重程度和结果的各种机器学习算法。这些算法中最有前途的是卷积神经网络(CNN),这在综述中得到了强调。
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引用次数: 0
The impact of COVID-19 pandemic in high-burden countries for tuberculosis: A systematic review 新冠肺炎大流行对结核病高负担国家的影响:系统综述
Pub Date : 2023-10-05 DOI: 10.1016/j.hsr.2023.100128
Swapna Ponnampalli , Naga Venkata Suryanarayana Birudukota

Purpose

Tuberculosis (TB) and coronavirus disease 2019 (COVID-19) are the two most significant health challenges faced by the public. Numerous confirmed COVID-19 cases worldwide are concentrated in nations already burdened with TB. The COVID-19 pandemic has surpassed all other health issues globally and has significantly impacted the prevalence of TB.

Methods

A PubMed literature search (2020–2022) using the keywords, “Tuberculosis”, “Drug-resistant Tuberculosis”, “Impact of the Pandemic”, “SARS-CoV2” “COVID-19″ and “Public health”, was performed. Additional statistical information has been gathered from online databases such as the WHO COVID-19 dashboard, Nikshay Portal, and Worldometer, India.

Results

India, Indonesia, and the Philippines were the major contributors to the steep fall in global TB case notifications. Being the highest TB burden country, detailed trends were observed in monthly TB reports in India, compared with the newly confirmed COVID-19 cases. Flow diagrams of TB studies along with COVID-19 reports have been included in the review.

Discussion

A remarkable strain in the TB control programs was seen in high-TB troubled countries during the COVID-19 pandemic, in comparison to pre-pandemic and post-pandemic. A possible key to the prevention of the burden of TB lies in dealing with its risk factors; simultaneously raising the funds and sustaining investment in healthcare systems to address the needs of the poor and robust to the threat of epidemics. These countries should have a perpetual TB strategy to reach the target by 2030, together with an effective strategy for COVID-19 management.

目的结核病(TB)和2019冠状病毒病(新冠肺炎)是公众面临的两个最重大的健康挑战。全球许多确诊的新冠肺炎病例集中在已经有结核病负担的国家。新冠肺炎大流行已经超过了全球所有其他健康问题,并对结核病的流行产生了重大影响。从世界卫生组织新冠肺炎仪表盘、Nikshay门户网站和印度Worldometer等在线数据库收集了更多统计信息。结果印度、印度尼西亚和菲律宾是全球结核病病例通知急剧下降的主要原因。作为结核病负担最高的国家,与新确诊的新冠肺炎病例相比,印度的月度结核病报告中观察到了详细的趋势。结核病研究的流程图以及新冠肺炎报告已纳入审查。讨论与大流行前和大流行后相比,在新冠肺炎大流行期间,高结核病问题国家的结核病控制计划出现了显著紧张。预防结核病负担的一个可能的关键在于处理其风险因素;同时筹集资金并持续投资于医疗保健系统,以满足穷人和强健的人对流行病威胁的需求。这些国家应该有一个到2030年实现这一目标的永久结核病战略,以及一个有效的新冠肺炎管理战略。
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引用次数: 0
How to promote exclusive breastfeeding with antenatal milk expression and implementation science: A mixed methods systematic review 如何用产奶表达和实施科学促进纯母乳喂养:一项混合方法的系统综述
Pub Date : 2023-10-02 DOI: 10.1016/j.hsr.2023.100124
Lucy H. Ablett , Heather Hopper , Stephanie Maslin

Background

Only 48 % of infants worldwide achieve the World Health Organization's recommendation of exclusive breastfeeding for the first six months of life. The leading cause of early breastfeeding cessation is self-reported milk insufficiency. Research into breastfeeding interventions that focus on promoting a person's confidence in their milk supply is therefore recommended.

Purpose

This systematic review aimed to explore whether antenatal milk expression could be optimized as a breastfeeding promotion intervention, using implementation science.

Methods

The Joanna Briggs Institute convergent segregated approach to mixed methods systematic reviews was used. A meta-aggregation and CERQual assessment of qualitative data was undertaken. Effect estimates of relevant quantitative data were summarized in forest plots. Results were organized into the following five implementation outcomes from an evidence-based framework: acceptability, appropriateness, adoption, feasibility, and fidelity.

Results

Of the 207 studies identified, 22 were included. A significant proportion of people will find the intervention acceptable, but those who do not will require additional ongoing support. Among people with diabetes, antenatal milk expression is associated with greater exclusive breastfeeding rates up to three months postpartum. Qualitative data described how antenatal milk expression may physically and psychologically prepare people for breastfeeding, encourage resilience, reassure individuals of their ability to produce milk and lead to a volume of stored colostrum.

Conclusions

There is evidence that antenatal milk expression may prevent early breastfeeding cessation among people with diabetes. Further quantitative research is needed to confirm the efficacy of antenatal milk expression for other groups. Optimal implementation requires training for relevant healthcare professionals, alongside education and ongoing support for the pregnant population.

背景世界上只有48%的婴儿达到了世界卫生组织关于在生命的前六个月完全母乳喂养的建议。早期停止母乳喂养的主要原因是自我报告的乳汁不足。因此,建议对母乳喂养干预措施进行研究,重点是提高人们对母乳供应的信心。目的本系统综述旨在探讨是否可以利用实施科学优化产前乳汁表达作为母乳喂养促进干预措施。方法采用Joanna Briggs研究所的融合分离方法对混合方法进行系统评价。对定性数据进行了荟萃分析和CERQual评估。相关定量数据的效果估计汇总在林地中。根据循证框架将结果分为以下五个实施结果:可接受性、适当性、采用性、可行性和忠诚度。结果在确定的207项研究中,包括22项。很大一部分人会觉得干预是可以接受的,但那些不接受的人将需要额外的持续支持。在糖尿病患者中,产前乳汁的表达与产后三个月的纯母乳喂养率较高有关。定性数据描述了产前乳汁的表达如何使人们在生理和心理上为母乳喂养做好准备,鼓励恢复力,让人们放心自己的产奶能力,并导致大量的初乳储存。结论有证据表明,在糖尿病患者中,产前乳汁的表达可能会阻止早期停止母乳喂养。需要进一步的定量研究来证实产前乳汁表达对其他人群的疗效。最佳实施需要对相关医疗保健专业人员进行培训,同时对孕妇进行教育和持续支持。
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引用次数: 0
Exciting growth of health sciences review in 2023 2023年健康科学评论增长令人兴奋
Pub Date : 2023-09-30 DOI: 10.1016/j.hsr.2023.100125
Sarah Cuschieri , Burcin Ekser
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引用次数: 0
Community-based interventions to prevent stroke in low and middle-income countries: A systematic review 低收入和中等收入国家预防中风的社区干预措施:系统综述
Pub Date : 2023-09-17 DOI: 10.1016/j.hsr.2023.100123
Iffat Nowrin , Jeenat Mehareen , Dipika Shankar Bhattacharyya , KM Saif-Ur-Rahman

We aimed to identify community-based interventions to prevent stroke in low-and-middle-income countries. A comprehensive search in Medline through PubMed, Web of Science (core collection), and Scopus was conducted in October, 2021 and updated in August, 2023. Studies published only in English between 1st January, 2000 and August 26, 2023 were included in the review. The screening and data extraction were performed by two reviewers independently. Two authors independently evaluated the included papers' Risk of Bias; we utilized the Cochrane ROB (Risk of Bias) tool for randomized controlled trials (RCT) and non-randomized studies were assessed using ROBANS (Risk of Bias Assessment tool for non-randomized studies). Meta-analysis was not conducted due to the heterogeneity of the included studies in terms of methods and outcomes. A narrative synthesis was performed to report the results. This systematic review was registered in PROSPERO (International prospective register of systematic reviews) – CRD 42021283670. A total of six studies were included in the review. Most of the studies highlighted community-based educational intervention to improve knowledge regarding stroke, it's signs, and risk factors. An important component of community-based intervention found in the review was involving community health professionals in educating the local population about health. Educational interventions were found effective in reducing stroke risk factors such as blood pressure, and cholesterol level. To lessen the enormous burden of stroke, effective community-based programs for prevention can be expanded and incorporated into resource-poor health systems.

我们旨在确定低收入和中等收入国家预防中风的社区干预措施。2021年10月,通过PubMed、Web of Science(核心收藏)和Scopus在Medline上进行了全面搜索,并于2023年8月更新。该综述包括2000年1月1日至2023年8月26日期间仅以英语发表的研究。筛选和数据提取由两名评审员独立进行。两位作者独立评估了收录论文的偏见风险;我们使用Cochrane ROB(偏倚风险)工具进行随机对照试验(RCT),并使用ROBANS(非随机研究的偏倚风险评估工具)评估非随机研究。由于纳入研究在方法和结果方面的异质性,未进行荟萃分析。进行叙述性综合报告结果。该系统综述已在PROSPERO(国际前瞻性系统综述登记册)–CRD 42021283670中登记。共有六项研究被纳入审查。大多数研究强调以社区为基础的教育干预,以提高对中风、中风症状和风险因素的认识。审查中发现,社区干预的一个重要组成部分是让社区卫生专业人员参与对当地人口进行健康教育。教育干预在降低中风风险因素(如血压和胆固醇水平)方面被发现是有效的。为了减轻中风的巨大负担,可以扩大有效的社区预防计划,并将其纳入资源匮乏的卫生系统。
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引用次数: 0
Emerging the Role of Mercury in Stroke: A Mini Review 汞在中风中的作用:一项小型综述
Pub Date : 2023-09-17 DOI: 10.1016/j.hsr.2023.100122
Kamaljeet, Amit Sharma

The impact of long-term exposure to several heavy metals in the environment on general health is causing growing concern. Mercury in particular falls into this category but other heavy metals are less prevalent. Among all heavy metals, mercury is the most toxic. Oxidative stress and dysfunctional mitochondria are brought on by mercury. This causes the inner mitochondrial membrane to depolarize, auto-oxidize, and undergo severe lipid peroxidation and mitochondrial malfunction. Mercury enhances lipid peroxidation, LDL oxidation, and plasma oxLDL complexes while inhibiting glutathione, catalase, and superoxide dismutase. Chronic mercury exposure (even at very low levels), increases inflammation, oxidative stress, oxidative defense, and nitric oxide bioavailability and stimulates endothelial dysfunction, which increases the risk of CVD and CVA. In the future, more investigations and studies are needed to prevent the patients from mercury toxicity which leads to stroke and other illness.

长期暴露于环境中的几种重金属对一般健康的影响正在引起越来越多的关注。汞尤其属于这一类,但其他重金属则不那么普遍。在所有重金属中,汞的毒性最大。汞引起氧化应激和线粒体功能紊乱。这会导致线粒体内膜去极化、自我氧化,并经历严重的脂质过氧化和线粒体功能障碍。汞增强脂质过氧化、LDL氧化和血浆oxLDL复合物,同时抑制谷胱甘肽、过氧化氢酶和超氧化物歧化酶。慢性汞暴露(即使在非常低的水平下)会增加炎症、氧化应激、氧化防御和一氧化氮的生物利用度,并刺激内皮功能障碍,从而增加CVD和CVA的风险。未来,还需要更多的调查和研究来防止患者因汞中毒而导致中风和其他疾病。
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引用次数: 0
Engineering liquid metal-based implantable electrodes toward brain-machine interfaces 将液态金属基植入式电极用于脑机接口
Pub Date : 2023-09-17 DOI: 10.1016/j.hsr.2023.100118
Xia Qian , Caizhi Liao

Driven by the development of innovative electrode materials, the brain-machine interface (BMI) has witnessed significant advancements in recent years. However, traditional implantable electrodes, such as metal-based and polymer-based electrodes, often face limitations in terms of flexibility, chronic stability, and long-term biocompatibility. Liquid metal-based electrodes have emerged as a promising alternative to traditional electrode materials, offering unique properties and numerous advantages for BMI applications. In this Review, we provided an in-depth overview of liquid metal-based electrodes. Liquid metal-based electrodes demonstrate several desirable features, including high electrical conductivity, flexibility, biocompatibility, and the ability to conform to the irregular and delicate structures of the brain. We also systematically and thematically discussed their material properties, biocompatibility considerations, performance characteristics, and assorted applications in neural recording, stimulation, brain-machine interfaces, closed-loop feedback systems, and neuroprosthetics. Meanwhile, long-term stability, biocompatibility, electrode-tissue interface, miniaturization, signal processing, and ethical considerations are areas that require further research and innovation. Addressing these challenges will contribute to the successful integration and widespread use of liquid metal-based electrodes in BMI systems.

近年来,在创新电极材料开发的推动下,脑机接口(BMI)取得了重大进展。然而,传统的可植入电极,如金属基和聚合物基电极,在灵活性、长期稳定性和长期生物相容性方面经常面临限制。液态金属基电极已成为传统电极材料的一种有前途的替代品,为BMI应用提供了独特的性能和众多优势。在这篇综述中,我们对液态金属基电极进行了深入的概述。基于液态金属的电极展示了几个理想的特征,包括高导电性、灵活性、生物相容性,以及适应大脑不规则和精细结构的能力。我们还系统地和主题地讨论了它们的材料特性、生物相容性考虑、性能特征以及在神经记录、刺激、脑机接口、闭环反馈系统和神经假体中的各种应用。同时,长期稳定性、生物相容性、电极-组织界面、小型化、信号处理和伦理考虑是需要进一步研究和创新的领域。解决这些挑战将有助于在BMI系统中成功集成和广泛使用基于液态金属的电极。
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引用次数: 0
Clinical efficacy and safety outcomes of bempedoic acid: An updated systematic review and meta-analysis after CLEAR Outcomes trial 甲苯醚酸的临床疗效和安全性:CLEAR outcomes试验后的最新系统评价和荟萃分析
Pub Date : 2023-09-16 DOI: 10.1016/j.hsr.2023.100116
Amit Bhandari , Prakash Raj Oli , Dhan Bahadur Shrestha , Sagun Dawadi , Bishnu Deep Pathak , Manoj Bhandari , Yub Raj Sedhai , Bibhusan Basnet , Laxmi Regmi , Aniruddha Singh , Nimesh K. Patel

Purpose

Statins are the cornerstone therapy for primary or secondary prevention of atherosclerotic cardiovascular disease (ASCVD). However, a significant portion of patients are intolerant to statin or show inadequate lipid-lowering. Bempedoic acid (BA) has been shown to decrease low-density lipoprotein cholesterol (LDL-C) in clinical trials. However, the evidence on the effect of BA on clinical cardiovascular outcomes was limited until the CLEAR Outcomes trial. Thus, to fully appraise the available data, we performed this meta-analysis.

Methods

PubMed, Pubmed Central, Embase, and Scopus databases were searched for relevant articles published before May 1, 2023. Pertinent data from the included studies were extracted and analyzed using RevMan v5.4.

Results

Out of 2209 studies evaluated, five randomized control trials with 17,384 patients with established ASCVD or at high risk of ASCVD were included for analysis. The BA therapy reduced major adverse cardiovascular events (OR 0.85, CI 0.77-0.93; <0.0001), non-fatal myocardial infarction (OR 0.75, 95 % CI 0.64-0.88; p <0.0001), hospitalization for unstable angina (OR 0.69, CI 0.53-0.89; p = 0.005) and coronary revascularization (OR 0.80, CI 0.61-0.91; <0.0001) significantly without decreasing the risk of all-cause death (OR 1.19, CI 0.73-1.94; p = 0.49), cardiovascular death (OR 1.04, CI 0.87-1.25; p = 0.68) and non-fatal stroke (OR 0.84, CI 0.66-1.06; p = 0.15).

Conclusion

Based on our analysis the bempedoic acid addition to therapy reduced cardiovascular events in selective patients who are either intolerant to statins or do not achieve recommended LDL-C levels despite being on a maximum dose of statins and/or ezetimibe.

目的:他汀类药物是动脉粥样硬化性心血管疾病(ASCVD)一级或二级预防的基础疗法。然而,很大一部分患者对他汀类药物不耐受或降脂不足。在临床试验中,苯二甲酸(BA)已被证明可以降低低密度脂蛋白胆固醇(LDL-C)。然而,在CLEAR outcomes试验之前,BA对临床心血管预后影响的证据有限。因此,为了充分评估现有数据,我们进行了这项荟萃分析。方法检索spubmed、Pubmed Central、Embase和Scopus数据库中2023年5月1日前发表的相关文章。使用RevMan v5.4对纳入研究的相关数据进行提取和分析。在2209项被评估的研究中,5项随机对照试验纳入了17384例已确诊ASCVD或ASCVD高风险患者。BA治疗减少了主要不良心血管事件(OR 0.85, CI 0.77-0.93;<0.0001),非致死性心肌梗死(OR 0.75, 95% CI 0.64-0.88;p <0.0001),住院治疗不稳定型心绞痛(OR 0.69, CI 0.53-0.89;p = 0.005)和冠状动脉血运重建术(OR 0.80, CI 0.61-0.91;<0.0001),但未降低全因死亡风险(OR 1.19, CI 0.73-1.94;p = 0.49),心血管死亡(OR 1.04, CI 0.87-1.25;p = 0.68)和非致死性卒中(OR 0.84, CI 0.66-1.06;p = 0.15)。结论:根据我们的分析,在选择性的他汀类药物不耐受或LDL-C未达到推荐水平的患者中,尽管他汀类药物和/或依折替米布的最大剂量,在治疗中加入苯甲多酸可减少心血管事件。
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引用次数: 0
An update on breast cancer chemotherapy-associated toxicity and their management approaches 癌症化疗相关毒性及其治疗方法的最新进展
Pub Date : 2023-09-16 DOI: 10.1016/j.hsr.2023.100119
Urvashi Langeh , Vishal Kumar , Palak Ahuja , Charan Singh , Arti Singh

As the incidence rate of breast cancer is increasing at an alarming rate these days, this is leading to an increase in the use of chemotherapy drugs. Here we used a systematic review to identify studies that reported adverse events related to chemotherapy and its management. We searched PubMed Central, Cochrane Library, Research Gate, Sci-Hub, and Web of Knowledge for relevant references. We included data from 1978 to 2021 in our analysis. Additionally, in this review, we have attempted to elucidate how cancer chemotherapy has affected the mind and body of the cancer survivor. We also provided insight into the adjuvant therapies that enable survivors to lead quality lives. Due to incomplete knowledge and sometimes fear of adverse effects, patients are reluctant to undergo cancer treatment. Combining cancer drugs with those that overcome associated side effects is a promising area for better patient outcomes.

随着癌症的发病率以惊人的速度增长,这导致了化疗药物的使用增加。在这里,我们使用了一项系统综述来确定报告与化疗及其管理相关的不良事件的研究。我们在PubMed Central、Cochrane Library、Research Gate、Sci Hub和Web of Knowledge上搜索了相关参考文献。我们在分析中纳入了1978年至2021年的数据。此外,在这篇综述中,我们试图阐明癌症化疗如何影响癌症幸存者的身心。我们还深入了解了使幸存者过上高质量生活的辅助疗法。由于不完全的知识和有时对副作用的恐惧,患者不愿意接受癌症治疗。将癌症药物与克服相关副作用的药物相结合是改善患者预后的一个有前景的领域。
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引用次数: 0
Unravelling general practitioners' barriers to deal with long COVID: Experiences from Malta 解开全科医生应对长期新冠肺炎的障碍:马耳他的经验
Pub Date : 2023-09-14 DOI: 10.1016/j.hsr.2023.100121
Sarah Cuschieri , Sarah Moreels
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引用次数: 0
期刊
Health sciences review (Oxford, England)
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