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COVID-19 Pneumonia: A Review of Typical Ct Findings and Differential Diagnosis COVID-19肺炎:典型Ct表现和鉴别诊断综述
Pub Date : 2020-09-11 DOI: 10.31579/2692-9406/019
A. Venyo
Pneumonia that is caused by the 2019 novel coronavirus (SARS-CoV-2, which is also referred to as 2019-nCoV recently did break out in Wuhan China has been coined the terminology of COVID-19. With the spread of the disease, similar cases of COVID-19 had been confirmed in various regions of the world. Because COVID-19 is a relatively new global disease, clinicians, and patients across the globe would initially not be conversant with the clinical features and radiology imaging characteristics of SARS-CoV-2 pneumonia. The causes of pneumonia are protein, many secondary to an underlying cardiorespiratory abnormality while some are related systemic disease. Various imaging techniques generally diagnose cases of Pneumonia. In the current climate, COVID-19 Pneumonia has taken center stage; confirmation relies upon microbiological studies such as real-time polymerase chain reaction or sequencing. These investigations are not usually available in an emergency setting. Computed Tomography (CT) can be used as an essential complement for the diagnosis of COVID-19 Pneumonia in the current epidemic context. But the later may be misleading as other cases of Pneumonia, and interstitial lung disease can easily be confused with COVID-19 Pneumonia. Also, Covid19 Pneumonia may be missed if not considered. The attention of clinicians should be alerted to the possibility of COVID-19 to conduct the appropriate tests to confirm or negate the diagnosis of COVID-19. In asymptomatic as well as in symptomatic patients that have COVID1-9 pneumonia, the initial COVID-19 nuclei acid test results could be normal, which upon subsequent repeat testing would become normal. Still, radiology imaging using a CT scan of thorax would tend to demonstrate various non-specific features that affect a variable number of lobes of the lungs, and these features quickly increase in size when a repeat CT scan of the thorax is undertaken. These findings tend to predate positive COVID-19 test results in some cases of COVID-19. The non-specific changes tend to resolve when the patient resolves from COVID-19 pneumonia. A catalog of radiology images that demonstrate various types of cardio-pulmonary lesions which when encountered by clinicians should alert them to exclude the possibility of COVID-19 Pneumonia has been included in the paper as an aid to alerting clinicians to have a high index of suspicion of radiology images of the thorax which should help them to quickly undertake appropriate tests to confirm or negate the diagnosis of COVID-19 pulmonary infection.
最近在中国武汉爆发的新型冠状病毒(SARS-CoV-2,也被称为2019- ncov)引起的肺炎被称为COVID-19。随着疫情的蔓延,世界各地都出现了类似病例。由于COVID-19是一种相对较新的全球性疾病,全球的临床医生和患者最初可能不熟悉SARS-CoV-2肺炎的临床特征和影像学特征。肺炎的原因是蛋白质,许多继发于潜在的心肺功能异常,而一些是相关的全身性疾病。各种影像技术通常诊断肺炎病例。在当前形势下,COVID-19肺炎已成为焦点;确认依赖于微生物学研究,如实时聚合酶链反应或测序。这些调查通常不能在紧急情况下进行。在当前疫情背景下,计算机断层扫描(CT)可作为COVID-19肺炎诊断的重要补充。但后者可能与其他肺炎病例一样具有误导性,并且间质性肺病很容易与COVID-19肺炎混淆。此外,如果不考虑covid - 19肺炎,可能会遗漏。应提醒临床医生注意COVID-19的可能性,以便进行适当的检测以确认或否定COVID-19的诊断。无论是无症状还是有症状的covid -9肺炎患者,最初的COVID-19核酸检测结果都可以正常,后续重复检测后也可以正常。尽管如此,使用胸部CT扫描的放射学成像往往会显示各种非特异性特征,这些特征会影响肺的不同数量的肺叶,并且当对胸部进行重复CT扫描时,这些特征的大小会迅速增加。在某些COVID-19病例中,这些发现往往早于COVID-19检测结果阳性。当患者从COVID-19肺炎中消失时,非特异性变化往往会消失。本文包含了一份显示各种类型心肺病变的放射学图像目录,当临床医生遇到这些图像时,应提醒他们排除COVID-19肺炎的可能性,以提醒临床医生对胸部放射学图像有高度的怀疑指数,这将有助于他们迅速进行适当的检查,以确认或否定COVID-19肺部感染的诊断。
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引用次数: 1
The Evolving Demand for Negative Pressure Isolation Facilities during COVID 19: Trial of the Negative Pressure Isolation Tent 新冠肺炎疫情期间负压隔离设施需求的演变——负压隔离帐篷试验
Pub Date : 2020-09-04 DOI: 10.31579/2692-9406/011
F. Lateef, Sunny Chia S H, Alan Teo H B, Tan Teck Choon
With COVID 19, more than ever before, healthcare institutions are realizing the need to develop, implement, assess, review and revise their infection control policies and guidelines of practice. In many facilities, patients who are known to be or suspected to be infectious are physically isolated from other patients and people. This is the rightful and ethical thing to do. These patients are usually identified through surveillance or using clinical and/ or microbiological criteria. Whilst practices such as personal and hand hygiene, safe infection control practices, distancing and others are useful, the use of formal isolation in hospitals represent an important step. This is also essential to reduce spread to healthcare workers. In this paper, we describe a Negative Pressure Full Isolation Tent (NPFIT) which we tried out via simulation and the conduct of a simple smoke test to understand more on the concept of negative pressure and what it entails. It is our hope that readers will get a better understanding of this concept, through our simplified demonstration and trial.
面对COVID - 19,医疗机构比以往任何时候都更加意识到有必要制定、实施、评估、审查和修订其感染控制政策和实践指南。在许多设施中,已知或怀疑具有传染性的患者与其他患者和人员进行物理隔离。这是正当和合乎道德的做法。这些患者通常通过监测或使用临床和/或微生物学标准来确定。虽然个人和手部卫生、安全感染控制、保持距离和其他做法是有用的,但在医院采用正式隔离是重要的一步。这对于减少向卫生保健工作者传播也是至关重要的。在本文中,我们描述了一个负压完全隔离帐篷(NPFIT),我们通过模拟和简单的烟雾测试进行了尝试,以了解更多关于负压的概念和它需要什么。我们希望通过我们的简化演示和试验,读者能够更好地理解这个概念。
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引用次数: 0
Zinc (?)-immune pediatric virucidal activities for 2019-nCoV prevention and therapeutic effects of COVID-19 bronchitis and pneumonia 锌(?)-免疫儿童杀病毒活性对2019-nCoV预防和治疗新冠肺炎支气管炎和肺炎的作用
Pub Date : 2020-09-04 DOI: 10.31579/2692-9406/012
Sci. Tsuneo Ishida
Zinc (Ⅱ)-immune pediatric virucidal activities for children with 2019-nCoV prevention and COVID-19 bronchitis and pneumonia are discussed, and these Zn2+-immune pediatric virucidal effects result in the following. Zinc intakes by zinc induced immunity are required 3 mg/day for 7 month to 3 years, 5 mg/day for 4~ 8 years, and 8 mg/day for 9 ~13 years in children. Zinc supplementation have been assessed, from 15 mg to 140 mg/week, with the upper range exceeding the recommended daily infection (RDI) for children of 2 mg/day for children less than one year of age and up to 7 mg/day for children between 1 to 3 years. Zinc induced pediatric preventing respiratory 2019-nCoV is required that supplementation with zinc gluconate 20 mg in Zn deficient children resulted in a nearly twofold reduction of acute lower respiratory infections as well as the time to recovery. Zinc supplementation in children is associated with a reduction in the incidence and prevalence of pneumonia. Preventing 2019-nCoV pneumonia is required that zinc supplementation alone (10 to 20 mg) for more than 3 months significantly reduces in the rate of pneumonia. Prophylactic zinc supplementation for two weeks may reduce the morbidity due to acute lower respiratory infections. Zinc gluconate supplement may result in significant reduction in respiratory morbidity among children with acute lower respiratory infections. In addition. as serum zinc level of Acute Respiratory Infection (ARI)-children was very low, higher zinc concentration treatments as low sociodemographic factors, poor nutritional status and male children were prevalently associated with higher incidence of acute respiratory infections. Adjuvant treatment with 20 mg zinc/day accelerates recovery from severe pneumonia in children. Primary outcome was recovery from pneumonia and 30 mg/day of zinc supplementation reduces pneumonia in children with chronic kidney disease (CKD). Zinc supplementation + Chloroquine (CQ)/hydroxychloroquine (HCQ) may be more effective in reducing COVID-19 morbidity and mortality than CQ or HCQ in monotherapy. The serum zinc level returned to a normal level (median, 53.20 μmol/L) on day 12±2 in the treatment. There was no statistical difference in the pediatric critic illness score, lung injury score, length of hospital stay, and duration of mechanical ventilation between the zinc treatments. The oxidative stress in pediatric diseases causes an oxidative burst that results in a respiratory burst and rapid ROS production. Thus, zinc pediatric intake may be required to be effective range 10~20 mg/d for 2019-CoV prevention, 10~30 mg/d for reduction of COVID-19 bronchitis, and 20~30 mg/d for recovery from COVID-19 pneumonia, in which Zn2+ could bind with viral surface proteins by Zn2+ions-centered tetrahedrally coordination pattern.
讨论了锌(Ⅱ)免疫对2019-nCoV预防儿童和新冠肺炎支气管炎和肺炎的儿童杀病毒活性,这些Zn2+免疫儿童杀病毒效果如下。锌诱导免疫对儿童的锌摄入量要求为:7个月至3年每天3毫克,4至8年每天5毫克,9至13年每天8毫克。已经评估了锌的补充量,从15毫克到140毫克/周,其上限超过了建议的儿童每日感染量(RDI),一岁以下儿童为2毫克/天,1-3岁儿童为7毫克/天。锌诱导的儿童预防呼吸道2019-nCoV需要在缺锌儿童中补充20 mg葡萄糖酸锌,从而使急性下呼吸道感染和恢复时间减少近两倍。儿童补充锌可降低肺炎的发病率和患病率。预防2019-nCoV肺炎需要单独补充锌(10至20 mg)3个月以上才能显著降低肺炎发病率。两周的预防性补锌可以降低急性下呼吸道感染的发病率。补充葡萄糖酸锌可以显著降低急性下呼吸道感染儿童的呼吸道发病率。此外由于儿童急性呼吸道感染(ARI)的血清锌水平非常低,较高的锌浓度治疗作为低社会人口因素、不良营养状况和男性儿童普遍与较高的急性呼吸道感染发病率有关。每天20毫克锌的辅助治疗可加速儿童重症肺炎的康复。主要结果是从肺炎中恢复,每天补充30毫克锌可以减少患有慢性肾脏疾病(CKD)的儿童的肺炎。锌补充+氯喹(CQ)/羟氯喹(HCQ)在降低新冠肺炎发病率和死亡率方面可能比单药治疗中的CQ或HCQ更有效。在治疗的第12±2天,血清锌水平恢复到正常水平(中位数,53.20μmol/L)。锌治疗组在儿科危重症评分、肺损伤评分、住院时间和机械通气持续时间方面没有统计学差异。儿科疾病中的氧化应激会导致氧化爆发,从而导致呼吸爆发和ROS的快速产生。因此,儿童锌的摄入量可能需要在10~20mg/d的范围内预防2019-CoV,10~30mg/d的范围内减少新冠肺炎支气管炎,20~30mg/dnenenebb新冠肺炎肺炎康复,其中Zn2+可以通过Zn2+离子中心的四面体配位模式与病毒表面蛋白结合。
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引用次数: 1
Poor COVID 19 Pandemic Waste Management Outcome in Nigeria: A Possible Potential Public Health Threat and Promoter of Community Transmission 尼日利亚新冠肺炎疫情废物管理结果不佳:潜在的公共卫生威胁和社区传播推动者
Pub Date : 2020-09-04 DOI: 10.31579/2692-9406/013
A. Obioma, A. Christian, Egba Promise Chijioke
Introduction The COVID-19 pandemic outcome which is an emerging infectious disease that potentially originated from Wuhan in China has seen an upsurge of cases and deaths globally over time. One of the consequences found in the course of the management of these viral pandemic involves the massive production and usage of different myriad of medical supplies to meet up the increasing demands by health workers, patients and the public. This trend has resulted in the proliferation of medical wastes against a backdrop of poor waste management outcome especially in Nigeria. Aim The aim of this article borders on bringing to light the effects of improperly managed medical wastes, and the risks it poses to human health and the environment at large. Furthermore also, to outline various types of medical wastes and the guidelines associated with their disposal, especially those associated with management of COVID-19 pandemic saga. Method/Methodology The study approach follows the systematic review of peer-reviewed published articles as well as online publications and articles derived from various databases with search keywords relevant to the topic of discourse. Findings and Results Findings from this study show that the coronavirus disease of 2019 has spread widely globally with massive socio-economic and socio-cultural consequences. Over time there has been a progressive increase in cases and deaths due to Covid-19 in Nigeria and most other countries. The management of COVID-19 pandemic has resulted in the proliferation of medical wastes. Medical wastes are those generated from the use of medical supplies in the course of healthcare delivery and disease prevention such as hand gloves, facemasks, and hazmat suits etc. Medical wastes legislations that support the proper disposal of medical wastes in Nigeria and most other developing nations have been very weak and have failed to achieve the desired results, with high incidences of infectious diseases such as HIV and Hepatitis still being transmitted through improperly disposed of wastes. Therefore improperly waste disposal may probably serve as a very potent means of community transmission of COVID-19 transmission, if not handled in good time especially the freshly disposed materials Conclusion and Recommendation While the generation of massive wastes is being seen in this COVID-19 pandemic period, it may be unavoidable that there could be re-infection of subjects from improper medical waste disposal strategies. Thus, it is pertinent that relevant regulations are put in place, enforced and monitored to ensure that improperly managed wastes do not form another avenue for widespread of the virus in our communities. It is also very necessary to organize massive campaigns aimed at creating enough public awareness of the risks associated with medical wastes and on the need for proper disposal especially COVID 19 associated waste materials.
简介新冠肺炎大流行是一种可能起源于中国武汉的新型传染病,随着时间的推移,全球病例和死亡人数激增。在管理这些病毒大流行的过程中发现的后果之一是大量生产和使用各种各样的医疗用品,以满足卫生工作者、患者和公众日益增长的需求。这一趋势导致了医疗废物的扩散,而废物管理结果不佳,尤其是在尼日利亚。目的本文旨在揭示医疗废物管理不当的影响,以及它对人类健康和整个环境构成的风险。此外,还概述了各种类型的医疗废物及其处置指南,特别是与新冠肺炎大流行传奇管理相关的指南。方法/方法该研究方法遵循对同行评审发表的文章以及在线出版物和从各种数据库中提取的文章的系统审查,这些数据库具有与话语主题相关的搜索关键字。研究结果和结果这项研究的结果表明,2019年的冠状病毒疾病已在全球广泛传播,产生了巨大的社会经济和社会文化后果。随着时间的推移,尼日利亚和大多数其他国家因新冠肺炎导致的病例和死亡人数逐渐增加。新冠肺炎大流行的管理导致了医疗废物的扩散。医疗废物是指在医疗保健和疾病预防过程中使用医疗用品产生的废物,如手套、口罩和防护服等。尼日利亚和大多数其他发展中国家支持正确处置医疗废物的医疗废物立法非常薄弱,未能达到预期效果,艾滋病毒和肝炎等传染病的高发病率仍然通过不当处理的废物传播。因此,如果不及时处理,特别是新处理的材料,不当的废物处理可能会成为新冠肺炎传播的一种非常有效的社区传播手段。结论和建议虽然在新冠肺炎大流行期间出现了大量废物的产生,不适当的医疗废物处理策略可能会导致受试者再次感染,这可能是不可避免的。因此,制定、执行和监测相关法规是恰当的,以确保管理不当的废物不会成为病毒在我们社区传播的另一条途径。同样非常有必要组织大规模的运动,旨在让公众充分认识到与医疗废物相关的风险,以及正确处理的必要性,特别是与新冠肺炎相关的废物材料。
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引用次数: 1
On the Enterprise Dynamic Management in the COVID-19 Pandemic 论新冠疫情下的企业动态管理
Pub Date : 2020-07-13 DOI: 10.31579/2692-9406/010
Bin Zhao
Background: With the worldwide spread of the novel coronavirus (COVID-19), the global economy has entered a cold winter, and the International Monetary Fund predicts that the global economy will shrink by about 3% in 2020. The outbreak of the epidemic has also caused heavy losses to the Chinese economy. In the first quarter of 2020, actual GDP fell sharply for the first time by 6.8% year-on-year for the first time. This is the first decline since record. Then, according to the data from the business survey in March, China's economy has improved compared with February, which shows that the economy has rebounded under the influence of policies. Judging from the current situation, although China has passed the peak period of the epidemic, affected by the high cases abroad, it can only be carried out slowly for the resumption of production. Enterprises, as micro-individuals under the macro economy, need to pass through analyzing the dynamic management of the enterprise to deepen the reform of the commercial system and stimulate the vitality of the enterprise. This will also provide data support for the government formulating relevant policies, which is conducive to the synergy of various policies and enhance the momentum of economic recovery. On the other hand, we choose tourism as our specific research object. Thus, we need to set different scenarios according to the development situation of the epidemic, evaluate the impact of the novel coronavirus epidemic on China's tourism industry, and discuss tourism development and opportunities in the post-epidemic era from the aspects of tourism's response to the epidemic and the development trend of the tourism after the epidemic4. Methods: This dissertation first discusses the issue of enterprise dynamic management in the post covid-19 epidemic era, establishes the Difference-in-Difference model (DID model), and improves the model reasonably. It puts forward the dynamic management plan of different regions, and judges the effect of the policy on the implementation of the epidemic. At the same time, it also aims at the impact of the epidemic on the tourism industry at the important time points. The elasticity method and linear regression are used to evaluate and forecast.Using transportation data as a leading indicator, the elasticity of the total number of tourists Et1 and the elasticity of total tourism revenue Ei1 during the Spring Festival and Spring Festival are calculated to be 1.39 and 1.60 respectively. The impact of COVID-19 on the Spring Festival tourism market is evaluated through the Spring Festival elasticity; During the period, the elasticity of the International Workers’ Day tourism market relative to the Spring Festival tourism market Et2 、Ei2 is calculated to be 1.14 and 0.9024 respectively through data over the years. Combining the forecast results of the Spring Festival tourism market and the data calibration of different forecast scenarios, the International Workers’ Day is predicted. T
背景:随着新型冠状病毒(COVID-19)在全球范围内的传播,全球经济进入寒冬,国际货币基金组织预测2020年全球经济将萎缩3%左右。疫情的爆发也给中国经济造成了重大损失。2020年一季度,实际国内生产总值首次大幅下降,同比首次下降6.8%。这是有记录以来的首次下降。然后,从3月份的商业调查数据来看,中国经济与2月份相比有所改善,这表明经济在政策的影响下已经反弹。从目前的情况来看,虽然中国已经度过了疫情高峰期,但受国外高病例影响,只能缓慢进行复工复产。企业作为宏观经济下的微观个体,需要通过对企业动态管理的分析来深化商事制度改革,激发企业活力。这也将为政府制定相关政策提供数据支持,有利于各项政策的协同作用,增强经济复苏的势头。另一方面,我们选择旅游业作为我们的具体研究对象。因此,我们需要根据疫情发展情况设定不同的场景,评估新型冠状病毒疫情对中国旅游业的影响,并从旅游业应对疫情和疫情后旅游业发展趋势等方面探讨疫情后时代的旅游业发展和机遇4。方法:本文首先探讨了后新冠疫情时代企业动态管理问题,建立了差分差分模型(difference of difference model, DID),并对模型进行了合理改进。提出了不同地区的动态管理方案,并对政策对疫情实施的效果进行了判断。同时,也针对疫情在重要时间点对旅游业的影响。采用弹性法和线性回归法进行评价和预测。以交通数据为先行指标,计算出春节和春节期间旅游总人数Et1的弹性为1.39,旅游总收入Ei1的弹性为1.60。通过春节弹性评估新冠肺炎疫情对春节旅游市场的影响;在此期间,通过历年数据计算出国际劳动节旅游市场相对春节旅游市场的弹性Et2、Ei2分别为1.14、0.9024。结合春节旅游市场预测结果和不同预测场景的数据校准,对五一劳动节进行预测。当期旅游总人次和旅游总收入;对于十一黄金周,利用上述思路计算十一黄金周旅游市场相对于春节和劳动节旅游市场的弹性Et3、Ei3,分别为0.69和0.94,预测十一黄金周期间的游客总数和旅游总收入。结果:基于DID模型分析的结果表明,该政策对江苏省GDP的显著性水平为32%。湖北省的显著性水平为37%。在2020年第一季度,对2020年第一季度的总旅行时间和旅游总收入进行预测,并以2020年的总游客人数和旅游总收入作为第一季度旅游总行程和旅游总收入的解释变量,建立对数线性回归方程。2020年第一季度全国旅游总人次3.94亿人次,同比下降74.42%,旅游总收入3195.65亿元,同比下降77.01%。2020年第一季度旅游总人数反事实预测值为16.76亿,旅游总收入反事实预测值为1.5800万亿元。预测2020年上半年旅游总人数和旅游总收入。以一季度旅游总人数和国际劳动节作为上半年旅游总时间的解释变量。分别建立对数线性回归方程,并用估计值代替。 2020年上半年旅游总量预测值为14.4亿人次,比上年同期下降53.25%。全年旅游总收入预测值为165.98万亿元,下降58.09%。与去年同期相比,2020年上半年旅游总量潜在降幅为19.11亿人次,降幅为57.03%,造成旅游总收入潜在亏损1.9994亿9.02亿元,损失率为63.13%。在乐观的预测下,2020年的旅游总人次为46.59亿。全年实现旅游收入总额48072.95亿元,比上年同期下降26.27%。在审慎预测下,2020年全国旅游总人次为39.41亿人次,比上年同期减少34.97%;旅游总收入为39228.83亿元,比上年同期减少39.83%。解读:疫情对中国经济各领域都有不同程度的影响,尤其是第三产业。由于2020年第一季度中国的疫情形势并不乐观,2020年第一季度几乎所有公司都出现了亏损。为了应对经济下滑,中国政府采取了各种措施,如发放优惠券刺激消费,打折促销等。随着中国国内疫情的不断好转,近两个月来,越来越多的企业恢复了正常运营。相信在不久的将来,中国经济形势将明显好于第一季度。
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引用次数: 0
Spatiotemporal Thermal Contours mapping of ex-vivo Bovine Liver Radiofrequency Thermal Ablation utilizing Hyperspectral Image and its Associated K-Mean Clustering Algorithm 基于高光谱图像的离体牛肝脏射频热消融时空热轮廓映射及其相关k -均值聚类算法
Pub Date : 2020-06-30 DOI: 10.31579/2692-9406/005
Mohamed Hisham Aref, Ibrahim H. Aboughaleb, M. Rabie, Y. El-Sharkawy
Significance: Hepatocellular carcinoma (HCC) is considered as worldwide health problem with a poor diagnosis due to limited detection techniques. Thermal ablation is the dominant modality to treat liver tumors for discriminating patients who are not allowed to have surgical intervention. Knowing that, observing or foreseeing the size of the subsequent tissue putrefaction during the Thermal Ablation techniques is a difficult undertaking. Aim: To examine the impacts of ablation zone volume following Radiofrequency ablation (RFA) of an ex-vivo bovine liver to correlate the impacts of thermal ablation with target organ perfusion; by exploiting the unique properties of Hyperspectral Imaging (HSI).where, Vessels may source cooling in the adjacent tumor target (heat‑sink‑effect) with risk of cancer recurrence and the infiltration profundity estimations consider the lessening of the tissue. Materials and Methods: Radiofrequency ablation was perfused on ex-vivo bovine livers at peripheral and central‑vessel‑adjacent locations, and monitored by HSI with a spectral range from 400 to 1000 nm. The system contains k-means clustering (K=8) algorithms combining spectral and spatial information. Labeled spectral signatures datasets were used as training data. Statistical analysis (10 samples) was computed to calculate the highest variance between six spectral images for determining the optimum wavelength for discrimination between the affected regions after thermal ablation (normal, thermal, and ablated liver tissue regions). Results: The change of the optical properties of ex-vivo liver tissues provides different responses to light transmission, scattering, absorption and particularly the reflection over the spectrum range. The spectral reflectance signatures were measured and evaluated using designed K-mean clustering algorithm after image reconstructed. Trials showed that spectral region 650~650 nm was proposed as optimum spectral range. Where, these results successfully distinguishes the Surface Thermal ablation region (x,y-axis),as well as the Thermal penetration Depth (z-axis) for Tissue characterization and Contour mapping for the unwanted thermal damage. Conclusions: Hyperspectral imaging is a powerful tool in real-time monitoring the thermal ablation and more accurate compared to the conventional imaging modality.
意义:肝细胞癌(HCC)被认为是世界范围内的健康问题,由于检测技术有限,诊断不佳。热消融是治疗肝肿瘤的主要方式,用于区分不允许进行手术干预的患者。要知道,在热消融技术过程中观察或预测后续组织腐败的大小是一项困难的工作。目的:研究离体牛肝射频消融(RFA)后消融区体积的影响,以将热消融的影响与靶器官灌注相关联;通过利用高光谱成像(HSI)的独特特性。其中,血管可能导致癌症复发风险的邻近肿瘤靶点冷却(热沉效应),浸润深度估计考虑了组织的减轻。材料和方法:在离体牛肝脏的外周和中心血管邻近位置灌注射频消融,并通过HSI监测,光谱范围为400至1000 nm。该系统包含结合光谱和空间信息的k均值聚类(k=8)算法。标记的光谱特征数据集被用作训练数据。计算统计分析(10个样本),以计算六个光谱图像之间的最高方差,从而确定热消融后受影响区域(正常、热和消融肝组织区域)之间的最佳波长。结果:离体肝组织光学性质的变化对光的透射、散射、吸收,特别是在光谱范围内的反射提供了不同的响应。在图像重建后,使用设计的K-均值聚类算法测量和评估光谱反射率特征。试验表明,650~650nm为最佳光谱范围。其中,这些结果成功区分了表面热消融区域(x,y轴),以及组织表征的热穿透深度(z轴)和不需要的热损伤的轮廓图。结论:高光谱成像是实时监测热消融的有力工具,与传统成像方式相比更准确。
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引用次数: 2
Nosocomial Infections at Three Regional Tertiary Hospitals in Trinidad and Tobago 特立尼达和多巴哥三所三级医院的医院感染情况
Pub Date : 2020-06-30 DOI: 10.31579/2692-9406/001
C. Elliott, A. Justiz-Vaillant
Objective: The main objectives of this research were to conduct and provide accurate and original findings related to the epidemiological study of nosocomial infections at three regional tertiary hospitals in Trinidad and Tobago. Specifically, the researcher determined; the frequency of nosocomial infections (NI), the frequency of multiple drug resistance among bacterial organisms associated with NI, infection control measures practiced at the research hospitals and the cost of such NI in terms of morbidity and mortality Synopsis: This study estimated the rate of nosocomial infections (NI) among patients at three major regional hospitals in Trinidad and Tobago and evaluated the frequency of pathogens associated with nosocomial infections. Approximately 450 of 126, 668 patients had nosocomial infections and the most frequent type of nosocomial pathogens were: Staphylococcus sp. (22.5%), Pseudomonas aeruginosa sp. (12.7%), Acinetobacter (11.8%) and Klebsiella sp. (11.6%). Methods: A one-year prospective cross-sectional study was carried out. The nosocomial pathogens were retrieved from the microbiology laboratory. Antimicrobial susceptibility test by the disk diffusion method were done on all bacterial isolates. Data was analysed using SPSS version 20.0. Results: This research revealed that 450 inpatients suffered nosocomial infections, with thirty (30) mortalities during the twelve (12) months that the study lasted (June 2013 to May 2014) at three regional hospitals of Trinidad and Tobago. The incidence of nosocomial infections was 5.8% and the nosocomial infection rate was 3.6 per 1000 (450/126,668). The highest rate (30.1%) was observed in the Intensive Care Unit (82/272 admissions). The most frequent type of nosocomial infection was Skin and Soft Tissue Infections 168 (37.3%). Staphylococcus sp. (22.5%), Pseudomonas aeruginosa sp. (12.7%), Acinetobacter (11.8%) and Klebsiella sp. (11.6%) were the most frequently occurring nosocomial pathogens. Conclusion: Consistency in performing good hygiene practices is vital for reducing the high nosocomial rate found at the research sites. Prediction of these infections is very important as a part of clinical surveillance programs to take preventive measures in advance. The antimicrobial susceptibility pattern rate (ASPR) showed that only 8.3 % (5/60) of the isolates were antibiotic-susceptible strains.
目的:本研究的主要目的是开展特立尼达和多巴哥三家三级医院医院感染流行病学研究并提供准确和原始的研究结果。具体来说,研究人员确定;摘要:本研究估计了特立尼达和多巴哥三家主要地区医院患者的医院感染发生率,并评估了与医院感染相关的病原体的频率。126,668例患者中约有450例发生医院感染,最常见的医院感染类型为葡萄球菌(22.5%)、铜绿假单胞菌(12.7%)、不动杆菌(11.8%)和克雷伯氏菌(11.6%)。方法:进行为期一年的前瞻性横断面研究。医院病原菌从微生物实验室检索。采用纸片扩散法对所有分离菌进行药敏试验。数据分析采用SPSS 20.0版本。结果:本研究显示,在研究持续的12个月(2013年6月至2014年5月)期间,特立尼达和多巴哥的三个地区医院有450名住院患者遭受医院感染,其中30人死亡。医院感染发生率为5.8%,医院感染率为3.6 / 1000(450/ 126668)。重症监护病房(82/272)的发病率最高,为30.1%。最常见的医院感染类型为皮肤和软组织感染168例(37.3%)。葡萄球菌(22.5%)、铜绿假单胞菌(12.7%)、不动杆菌(11.8%)和克雷伯氏菌(11.6%)是最常见的院内病原菌。结论:坚持良好的卫生习惯对降低研究地点的高住院率至关重要。预测这些感染是非常重要的,作为临床监测计划的一部分,提前采取预防措施。抗菌药敏模式率(ASPR)显示,仅有8.3%(5/60)的分离株为抗生素敏感菌株。
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引用次数: 1
How the artificial intelligence tool iSuc-PseOpt is working for predicting lysine succinylation sites in proteins 人工智能工具iSuc PseOpt如何预测蛋白质中的赖氨酸琥珀酰化位点
Pub Date : 2020-06-30 DOI: 10.31579/2692-9406/003
K. Chou
In 2016 a very powerful AI (artificial intelligence) tool has been established for predicting lysine succinylation sites in proteins, one of the most important post modifications in proteins.
2016年,一个非常强大的人工智能工具被建立起来,用于预测蛋白质中的赖氨酸琥珀酰化位点,这是蛋白质中最重要的后修饰之一。
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引用次数: 3
Modelling for prediction of the spread and severity of COVID-19 and its association with socioeconomic factors and virus types 预测COVID-19的传播和严重程度及其与社会经济因素和病毒类型的关系的建模
Pub Date : 2020-06-20 DOI: 10.1101/2020.06.18.20134874
Shreshth Tuli, Shikhar Tuli, R. Verma, Rakesh Tuli
We report the development of a Weibull based Long-Short-Term-Memory approach (W-LSTM) for the prediction of COVID-19 disease. The W-LSTM model developed in this study, performs better in terms of MSE, R2 and MAPE, as compared to the previously published models, including ARIMA, LSTM and their variations. Using W-LSTM model, we have predicted the beginning and end of the current cycle of COVID-19 in several countries. Performance of the model was validated as satisfactory in 82% of the 50 test countries, while asking for prediction for 10 days beyond the period of training. Accuracy of the above prediction with days beyond training was assessed in comparison with the MAPE that the model gave with cumulative global data. The model was applied to study correlation between the growth of infection and deaths, and a number of effectors that may influence the epidemic. The model identified age groups, trade with China, air traffic, country temperature and CoV-2 virus types as the likely effectors of infection and virulence leading to deaths. The predictors likely to promote or suppress the epidemic were identified. Some of the predictors had significant effect on the shape parameters of Weibull distribution. The model can function on cloud, take inputs in real time and handle large data country wise, at low costs to make predictions dynamically. Such predictions are highly valuable in guiding policy makers, administration and health. Interactive curves generated from the W-LSTM model can be seen at http://collaboration.coraltele.com/covid2/.
我们报告了基于威布尔的长短期记忆方法(W-LSTM)的发展,用于预测新冠肺炎疾病。与之前发表的模型(包括ARIMA、LSTM及其变体)相比,本研究中开发的W-LSTM模型在MSE、R2和MAPE方面表现更好。使用W-LSTM模型,我们预测了几个国家新冠肺炎当前周期的开始和结束。在50个测试国家中,82%的国家验证了该模型的性能令人满意,同时要求预测培训期后的10天。与该模型用累积全局数据给出的MAPE相比,评估了训练后天数的上述预测的准确性。该模型被应用于研究感染增长和死亡之间的相关性,以及可能影响疫情的一些效应物。该模型确定,年龄组、与中国的贸易、空中交通、国家温度和CoV-2病毒类型可能是导致死亡的感染和毒力的影响因素。确定了可能促进或抑制该流行病的预测因素。一些预测因子对威布尔分布的形状参数有显著影响。该模型可以在云上运行,实时获取输入,并以低成本在国家范围内处理大数据,以便动态预测。这些预测对指导决策者、行政部门和卫生部门都非常有价值。从W-LSTM模型生成的交互曲线可以在http://collaboration.coraltele.com/covid2/.
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引用次数: 17
期刊
Biomedical research and clinical reviews
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