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Vaccine pricing and production capacity in Africa: can Africa move beyond pooled procurement in the face of a future pandemic?
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作者 Christian Kwaku Osei Edward Nketiah-Amponsah +1 位作者 Ama Pokuaa Fenny Frank Otchere 《Global Health Journal》 2024年第4期172-180,共9页
We examine Africa's vaccine manufacturing potential,spurred by the coronavirus disease 2019(COVID-19)pan-demic,while critically analyzing vaccine price inequities and procurement strategies during the pandemic,wit... We examine Africa's vaccine manufacturing potential,spurred by the coronavirus disease 2019(COVID-19)pan-demic,while critically analyzing vaccine price inequities and procurement strategies during the pandemic,with anticipation of future outbreaks.Although Africa consumes approximately 25%of the global vaccine supply,over 99%of these vaccines are produced outside the continent,primarily due to insufficient local investment.Vaccine procurement strategies have relied heavily on pooled procurement mechanisms and tiered-pricing mod-els,predominantly controlled by external organizations.Significant disparities in vaccine pricing have resulted in vaccine price inequities,with evidence suggesting price discrimination,where different prices are charged for the same vaccine across countries and regions.While vaccine prices are only one component of vaccination cam-paign costs,the inequitable pricing of vaccines poses serious challenges to fair access,especially in low-income countries.Given the inevitability of future pandemics and other outbreaks,the central question remains:Does Africa possess the capacity to strengthen its vaccine production infrastructure and reduce dependency on ex-ternal suppliers?Our review reveals that,with robust political commitment,enhanced investment in Research and Development,and leveraging the heterogeneous nature of the regional bloc,Africa has made strides toward establishing vaccine manufacturing hubs with the potential for substantial capacity expansion.Furthermore,we argue for a regional campaign based on the principles of the fair priority model as an ethical framework for vaccine procurement,which prioritizes need and ensures equitable distribution,thereby complementing existing pooled procurement arrangements in times of future pandemics.This paper concludes with two key recommen-dations based on lessons learned from the COvID-19 crisis and future preparedness.First,Africa must push for a transparent and equitable tiered-pricing structure to ensure affordability for all Second,intentional and sustained investment in R&D is critical to addressing systemic inequities in vaccine supply,not only for cOVID-19 but for future outbreaks and routine immunization programs. 展开更多
关键词 Coronavirus disease 2019(COVID-19) Vaccine production Price inequity pooled procurement ETHICS AFRICA
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肝癌危险因素的POOLED分析
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作者 段纪俊 姜景山 +5 位作者 周燕荣 李文广 陈增春 石建基 高军 徐玲 《中国肿瘤》 CAS 1999年第6期247-248,共2页
关键词 肝癌 危险因素 pooled分析 流行病学
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Utility of Pooled HIV RNA RT-PCR Assay in Diagnosing Acute HIV Infections
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作者 张麒 刘全忠 蒋岩 《Chinese Journal of Sexually Transmitted Infections》 2004年第2期97-100,i003,共5页
The P24 antigen test, HIV RNA PCR test, HIV isolation/culture and fourth-generation HIV uniform Ag/Ab assay are being utilized in diagnosing acute HIV infection in different labs. Many factors limit the use of screeni... The P24 antigen test, HIV RNA PCR test, HIV isolation/culture and fourth-generation HIV uniform Ag/Ab assay are being utilized in diagnosing acute HIV infection in different labs. Many factors limit the use of screening for acute HIV in high-risk populations, in blood donors and during voluntary HIV testing, including, cost, technique, sensitivity and specificity. In this review we explore a new NAAT method which involves HIV RNA RT-PCR on pooled samples. This technique is able to screen for acute infections in a large testing volume and may be used as a screening method in high-risk populations and blood donors. 展开更多
关键词 HIV Window period pooled HIV RNA RT-PCR Acute HIV infection
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Maximum Likelihood Estimation for the Pooled Repeated Partly Interval-Censored Observations Logistic Regression Model 被引量:1
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作者 Naghmeh Daneshi Jong Sung Kim 《Open Journal of Statistics》 2021年第1期230-242,共13页
Often in longitudinal studies, some subjects complete their follow-up visits, but others miss their visits due to various reasons. For those who miss follow-up visits, some of them might learn that the event of intere... Often in longitudinal studies, some subjects complete their follow-up visits, but others miss their visits due to various reasons. For those who miss follow-up visits, some of them might learn that the event of interest has already happened when they come back. In this case, not only are their event times interval-censored, but also their time-dependent measurements are incomplete. This problem was motivated by a national longitudinal survey of youth data. Maximum likelihood estimation (MLE) method based on expectation-maximization (EM) algorithm is used for parameter estimation. Then missing information principle is applied to estimate the variance-covariance matrix of the MLEs. Simulation studies demonstrate that the proposed method works well in terms of bias, standard error, and power for samples of moderate size. The national longitudinal survey of youth 1997 (NLSY97) data is analyzed for illustration. 展开更多
关键词 EM Algorithm Longitudinal Studies Louis’ Method Partly Interval-Censored Failure Time Data pooled Repeated Observations
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Impact of Olaparib for Maintenance Monotherapy on Survival in Breast and Ovarian Cancer: A Systematic Review and Pooled Analysis of Published Trials
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作者 Jun Dong Tian Zhang Bixiu Wen 《International Journal of Medical Physics, Clinical Engineering and Radiation Oncology》 2015年第4期338-347,共10页
Purpose: To assess the efficacy and safety of Olaparib, a PARP inhibitor on progression-free survival (PFS), objective response rate (ORR) and overall survival (OS) in patients with breast and ovarian cancer. Methods:... Purpose: To assess the efficacy and safety of Olaparib, a PARP inhibitor on progression-free survival (PFS), objective response rate (ORR) and overall survival (OS) in patients with breast and ovarian cancer. Methods: Research data from clinical trials through PubMed, Science Citation Index, Elsevier Science Direct and Cochrane Library of all published studies exploring the PFS, ORR or OS of Olaparib for maintenance monotherapy on survival in breast and ovarian cancer were analysed. Pooled estimates of the ORR, weighted medians of PFS and OS from all Olaparib were calculated. Assessment of quality and level of evidence was assigned by Cochrane guidelines and guidelines of Oxford Centre for Evidence-Based Medicine. Results: Data of 893 patients (731 olaparib;162 control) from 6 trials, 2 randomised controlled trials and 4 non-randomised trials, were included. The overall median weighted PFS and OS in patients treated with Olaparib were 5.9 and 19.1 months, respectively. The pooled ORR was 25%. Olaparib showed a greater effect on PFS in patients with both wild-type BRCA and BRCA mutant gene. The most common toxicity were nausea and vomiting. Conclusions: Olaparib as maintenance monotherapy for breast and ovarian cancer is associated with promising outcomes including increased response rate and improved PFS. Its potential in clinical application is needed for further investigation in phase III trials. 展开更多
关键词 OLAPARIB PARP Inhibitor BREAST CANCER OVARIAN CANCER pooled Analysis
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Increasing Detection and Confirmation of Tuberculosis in Children in Southern Ethiopia: Pooled Samples Tested Using Microscopy and Xpert
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作者 Daniel G. Datiko Mulualem A. Gadena +3 位作者 Mubarek A. Yassin Kefyalew T. Garie Moges D. Ormago Luis E. Cuevas 《Journal of Tuberculosis Research》 2018年第3期215-226,共12页
Background: Childhood tuberculosis accounts for about 10% of estimated TB cases in the world. Despite advances in diagnostics, childhood TB remains a challenge. We evaluated pooling method and testing with GeneXpert M... Background: Childhood tuberculosis accounts for about 10% of estimated TB cases in the world. Despite advances in diagnostics, childhood TB remains a challenge. We evaluated pooling method and testing with GeneXpert MTB/RIF in southern Ethiopia. Methods: This is a cross-sectional study in presumptive TB children st, 2nd and pooled samples. Results: Of 340 presumptive TB cases enrolled, 96 and 244 children submitted gastric aspirate and sputum samples respectively. Of 1020 samples collected (282 gastric aspirate and 738 sputum samples), 38 (3.7%) were positive by Xpert (10 (3.5%) from gastric aspirate and 28 (3.8%) from sputum sample). Similarly, 8 (1.2%) of sputum samples were positive by ZN but none from gastric aspirate. Of 244 children who submitted sputum samples, 3 (1.2%) were bacteriologically positive compared to 12 (4.9%) by Xpert. Of 96 children who submitted gastric aspirate samples, none were positive by ZN while 5 (5.2%) were positive by Xpert. Of bacteriologically confirmed TB cases 0.9% was by ZN and 4.7% by Xpert, an increase of 3.8%. Pooled testing increased positivity by 0.3% for ZN and 1.5% by Xpert compared to the 1st sample. Conclusions: Xpert MTB/RIF testing increases yield compared to ZN testing for gastric aspirate samples. The same-day approach and pooling samples improves efficient use of cartridge, reduce the number of visits for seeking diagnosis and save resources. 展开更多
关键词 TB CHILDREN GeneXpert MTB/RIF pooled Sample
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Comparative Study on 4 EIA Kits for Screening Antibody to Hepatitis C Virus in Pooled Sera
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作者 LIU PEI SHI ZHI-XU +3 位作者 ZHANG YAN-CHAO AND ZHANG XIN-YING (Deportment of Public Health, twrtment of Infectious Disease,Xuzhou Medical College Xuzhou Red Cross BloodService, Xuzhou, Jiangsu, China) 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 1998年第1期75-80,共6页
Four enzyme immunoassay (EIA) test kits, 1 Canadian product and 3 Chinese products,were used in the comparative study. Each pool consisted of 5 sera, and the 5 single sera were tested as controls. The tests were carri... Four enzyme immunoassay (EIA) test kits, 1 Canadian product and 3 Chinese products,were used in the comparative study. Each pool consisted of 5 sera, and the 5 single sera were tested as controls. The tests were carried out according to the instructions, keeping the same dilution of each serum in single and pool samples. It was found that with the Canadian kit,the positive and negative results of opled sera had no difference from that of the controls (P>0. 10). In the case of Chinese Yali and Kehua kits, the positive results of pooled sera showed no difference from the controls (P >0. 10), but the optical density (OD) of negative opls were increased (P < 0. 01 ), though quite distant from the cut-off values. In the case of Changzheng kit, the OD of opitive opls were significantly lower than those of the controls (P < 0. 05 ), and weak positive samples missed the detection. However this problem could be overcome by blocking the microwells beforehand. Our experiment demonstrate that not all EIA test kits are suitable for screening opls for antithey to hepatitis C virus, and that it is important to assess the sensitivity of the EIA kit to be used for this purpose. 展开更多
关键词 EIA Comparative Study on 4 EIA Kits for Screening Antibody to Hepatitis C Virus in pooled Sera
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Pooled Sputum for Xpert MTB/RIF Testing: A Cost-Saving Strategy in Mwanza, Tanzania
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作者 Shimba Henerico Richard V. Makapa +4 位作者 Bernard C. Okamo Geoffrey Japhet Lisa Gerwing-Adima Benson R. Kidenya Christa Kasang 《Advances in Infectious Diseases》 2023年第2期183-192,共10页
Background: Tuberculosis (TB) diagnostics, such as Xpert MTB/RIF, is still limited by cost. Testing of pooled samples from presumptive TB patients has been thought as a cost-saving strategy to diagnose TB. We assessed... Background: Tuberculosis (TB) diagnostics, such as Xpert MTB/RIF, is still limited by cost. Testing of pooled samples from presumptive TB patients has been thought as a cost-saving strategy to diagnose TB. We assessed the utility and cost-saving of pooled Xpert MTB/RIF testing strategy for the diagnosis of TB in Mwanza, Tanzania. Methods: Sputum samples from Presumptive TB patients were submitted to TB laboratory for routine diagnosis of TB using Xpert MTB/RIF. The TB results from the individual sputum samples were used as the reference standard and were concealed to the investigating laboratory technicians. The remainder of samples were collected serially and were pooled (5 samples per pool) for testing. The agreement of the results between individual sample testing against pooled sample testing and cost-savings was assessed. Results: A total of 250 sputum samples from presumptive TB patients were analyzed and 50 pools were made with each pool containing 5 samples. Of the 50 sputum pools made, Mycobacterium tuberculosis (MTB) was detected in 17 (34.0%) pools. Results from the individual sputum samples MTB/RIF testing were retrieved for all 250 samples and there were 28 (11.2%) samples in which MTB was detected whereas 222 (88.8%) samples had no MTB detected. Following re-analysis of positive pools, all 28 (100%) individual positive MTB samples were detected within the 17 positive pools, with 1 to 3 individual MTB positive samples per pool. The individual sputum samples were correctly identified by pooled sputum on Xpert MTB/RIF testing, with the sensitivity of 100% and specificity of 100%. Using pooling of sputum samples strategy, we saved 46.0% (115/250) of the cartridges. Conclusion: The pooled sputum testing strategy reduced cartridge costs by 46.0% and has the potential to increase the affordability of Xpert MTB/RIF testing in countries with limited resources, such as Tanzania. 展开更多
关键词 TUBERCULOSIS pooled Sputum Xpert MTB/RIF COST-SAVING Diagnostic Strategy Mwanza Tanzania
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Export Processors to be Pooled
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《China's Foreign Trade》 2000年第5期45-45,共1页
关键词 Export Processors to be pooled
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Meta和pooled分析方法在癌症流行病学研究中的应用和比较 被引量:7
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作者 项永兵 高玉堂 +2 位作者 王天爵 戴旭东 王庆生 《中华肿瘤杂志》 CAS CSCD 北大核心 1999年第5期354-358,共5页
目的 介绍癌症流行病学研究中经常采用的Meta 和pooled 两类综合分析方法,结合应用实例,进行分析对比。方法 以非吸烟女性肺癌危险因素的多中心病例对照研究中的两个危险因素(肺癌家族史和父母吸烟史) 为例,首先进行... 目的 介绍癌症流行病学研究中经常采用的Meta 和pooled 两类综合分析方法,结合应用实例,进行分析对比。方法 以非吸烟女性肺癌危险因素的多中心病例对照研究中的两个危险因素(肺癌家族史和父母吸烟史) 为例,首先进行各研究单位的独立分析,然后采用Meta 和pooled 分析法进行综合分析,并将两类综合分析的结果进行比较。结果 对两个变量各中心资料独立分析时,其参数估计值( 比数比OR) 及统计学检验结果均不相同。“肺癌家族史”变量以上海的OR有统计学意义,而“父母吸烟史”变量则是哈尔滨的OR有统计学意义。在固定效应模型假设下,各种综合分析方法的结果相当接近,包括未调整、调整(MantelHaenszel 法) 和多因素分析(logistic 模型) 情形。当固定效应模型假设不符,而采用随机效应模型时,pooled 分析的结果与Meta 分析的结果稍有不同,但差异不大。在pooled 分析中,分层logistic 模型似乎比基本logistic 模型要好。结论 大样本多中心病例对照研究资料的Meta 和pooled 展开更多
关键词 肿瘤 流行病学 META分析 pooled分析
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严重急性呼吸综合征临床特征的Pooled分析 被引量:2
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作者 杨一博 刘民 朱琳 《国际流行病学传染病学杂志》 CAS 2011年第4期225-228,共4页
目的分析SAILS的临床特征,为SARS的诊疗技术和疾病监测的完善提供循证依据。方法以规定检索词在常用中、英文数据库中检索并严格按照纳入与排除的标准纳入文献。将纳入文献的研究病例汇集后分析患者症状、体征、常见实验室检查、影像... 目的分析SAILS的临床特征,为SARS的诊疗技术和疾病监测的完善提供循证依据。方法以规定检索词在常用中、英文数据库中检索并严格按照纳入与排除的标准纳入文献。将纳入文献的研究病例汇集后分析患者症状、体征、常见实验室检查、影像学改变及其并发症等临床特征发生的概率。结果经过严格筛选共纳入文献93篇,其中英文文献19篇,中文文献74篇,汇集研究病例5116例。SARS患者的症状主要涉及全身症状和呼吸系统症状,部分患者也可有消化系统症状。SAILS患者主要症状包括:发热4782例(93.47%)、咳嗽3023例(59.09%)、畏寒2822例(55.16%)、全身不适2257例(43.53%)和肌肉酸痛2165例(42.32%)。主要体征为呼吸频率增快1197例(23.40%)。血常规检查主要表现为:淋巴细胞计数降低,外周血白细胞计数正常或降低。影像学表现以磨玻璃密度影和肺实变影为主。结论加强临床医生对SARS患者非呼吸系统的临床表现的认识,可提高对SARS病例早期筛查的准确性。 展开更多
关键词 严重急性呼吸综合征 临床特征 pooled分析
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欠发达地区财政支农效率优化研究——基于甘肃省的实证
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作者 隆滟 白瑞 王维泓 《甘肃理论学刊》 2025年第4期86-96,F0002,共12页
优化财政支农效率对于全面推进乡村振兴战略至关重要,本文采用2010—2022年甘肃省14个市州面板数据,将财政支农资金划分为固定资产投资和对农民直接补贴支出两部分,通过构建面板门槛模型探究财政对农林牧渔固定资产投资与农民收入的关... 优化财政支农效率对于全面推进乡村振兴战略至关重要,本文采用2010—2022年甘肃省14个市州面板数据,将财政支农资金划分为固定资产投资和对农民直接补贴支出两部分,通过构建面板门槛模型探究财政对农林牧渔固定资产投资与农民收入的关系。结果表明,农户从财政对农林牧渔固定资产投资中获得的收入存在以地区经济发展水平为门槛的双重效应,由此将14个市州的财政对农林牧渔固定资产投资的效益划分为三个区间。同时,以2022年的截面数据为依据,分别构建三个区间内的地区Pool模型,发现三个区间的地区差异较大。其中,中区间内的财政用于农户直接补贴存在负影响效应,高区间比低区间的正影响效应低。因此,本文结合研究结论,综合提出优化甘肃省财政支农效率的措施。 展开更多
关键词 财政支农 效率优化 门槛模型 Pool模型
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基于ASP-SERes2Net的说话人识别算法 被引量:1
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作者 令晓明 陈鸿雁 +1 位作者 张小玉 张真 《北京工业大学学报》 CAS 北大核心 2025年第1期42-50,共9页
为提升说话人识别的特征提取能力,解决在噪声环境下识别率低的问题,提出一种基于残差网络的说话人识别算法——ASP-SERes2Net。首先,采用梅尔语谱图作为神经网络的输入;其次,改进Res2Net网络的残差块,并且在每个残差块后引入压缩激活(sq... 为提升说话人识别的特征提取能力,解决在噪声环境下识别率低的问题,提出一种基于残差网络的说话人识别算法——ASP-SERes2Net。首先,采用梅尔语谱图作为神经网络的输入;其次,改进Res2Net网络的残差块,并且在每个残差块后引入压缩激活(squeeze-and-excitation,SE)注意力模块;然后,用注意力统计池化(attention statistics pooling,ASP)代替原来的平均池化;最后,采用附加角裕度的Softmax(additive angular margin Softmax,AAM-Softmax)对说话人身份进行分类。通过实验,将ASP-SERes2Net算法与时延神经网络(time delay neural network,TDNN)、ResNet34和Res2Net进行对比,ASP-SERes2Net算法的最小检测代价函数(minimum detection cost function,MinDCF)值为0.0401,等误率(equal error rate,EER)为0.52%,明显优于其他3个模型。结果表明,ASP-SERes2Net算法性能更优,适合应用于噪声环境下的说话人识别。 展开更多
关键词 说话人识别 梅尔语谱图 Res2Net 压缩激活(squeeze-and-excitation SE)注意力模块 注意力统计池化(attention statistics pooling ASP) 附加角裕度的Softmax(additive angular margin Softmax AAM-Softmax)
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Influence of clinical characteristics and tumor size on symptoms of bladder leiomyoma: a pooled analysis of 61 cases 被引量:4
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作者 JIANG Xian-zhou XU Chao ZHANG Nian-zhao XU Zhi-shun 《Chinese Medical Journal》 SCIE CAS CSCD 2012年第14期2436-2439,共4页
Background Bladder leiomyoma is an uncommon type of bladder neoplasms. Most publications are reports of isolated cases. The influence of tumor size on patients' early symptoms was seldom analyzed. We aim to investiga... Background Bladder leiomyoma is an uncommon type of bladder neoplasms. Most publications are reports of isolated cases. The influence of tumor size on patients' early symptoms was seldom analyzed. We aim to investigate the clinical characteristics of bladder leiomyoma and the influence of tumor size on patients' symptoms in Chinese population. Methods We reviewed the medical records of eight patients diagnosed with bladder leiomyoma at our department, collected 53 cases from Chinese National Knowledge Infrastructure (CNKI), Wangfang data base, and Chinese Biological Medicine Disk, and performed a pooled analysis. The clinical characteristics of the patients were analyzed and then classified into symptomatic and asymptomatic groups. The association between tumor size and the occurrence of symptoms was evaluated. Furthermore, Logistic regression model was constructed to discriminate variables. Results Women comprised the majority of the patients (49/61, 80.3%). The mean age and tumor size were (42.3+14.0) years and (45.0+25.7) mm, respectively. Among all the symptoms, irritative symptoms occurred most frequently (37.7%, 23/61), followed by obstructive urinary symptoms (31.1%, 19/61), hematuria (24.6%, 15/61 ), and abdominal bulge or pain (14.8%, 9/61). In our study, patients who were 45 years old or younger tended to be asymptomatic compared with elder ones (14/36 vs. 3/25, P=-0.021). The histological, as well as anatomical, location of tumor, did not show significant differences between symptomatic and asymptomatic patients (P=-0.306 and 0.700). Tumors larger than 30 mm in the greatest diameter would cause clinical symptoms such as obstructive urinary symptoms (P=0.048) and irritative symptoms (P=0.037). Logistic regression confirmed the association between tumor size and the occurrence of symptoms, which was related with age. Conclusions Bladder leiomyoma occurs mainly in women and most frequently with irritative symptoms. The occurrence of symptoms is related to tumor size rather than the location: In this setting, patients with endovesical tumors smaller than 30 mm in the greatest diameter tended to be asymptomatic, which were usually treated with transurethrai resection of bladder tumor. 展开更多
关键词 bladder neoplasm LEIOMYOMA tumor size symptoms pooled analysis
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PooledAnalysis──流行病学研究中的一个新方法 被引量:3
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作者 陈建国 《中华流行病学杂志》 CAS CSCD 北大核心 1994年第4期231-233,共3页
PooledAnalysis──流行病学研究中的一个新方法陈建国Meta-analysis(MA)的方法及其应用已见诸于国内的专业文献。MA对相互独立而又具有相同研究目的的多个研究结果进行综合评价,作出定性而又定量的... PooledAnalysis──流行病学研究中的一个新方法陈建国Meta-analysis(MA)的方法及其应用已见诸于国内的专业文献。MA对相互独立而又具有相同研究目的的多个研究结果进行综合评价,作出定性而又定量的统计分析。通过这种对“结果分析”的... 展开更多
关键词 pooled分析 流行病学 研究方法
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Optimizing the aeration performance of a perforated pooled circular stepped cascade aerator using hybrid ANN-PSO technique 被引量:2
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作者 Subha M.Roy C.M.Pareek +1 位作者 Rajendra Machavaram C.K.Mukherjee 《Information Processing in Agriculture》 EI 2022年第4期533-546,共14页
Artificial aeration system for aquaculture ponds becomes essential to meet the oxygen requirement posed by the aquatic species.The performance of an aerator is generally mea-sured in terms of standard aeration efficie... Artificial aeration system for aquaculture ponds becomes essential to meet the oxygen requirement posed by the aquatic species.The performance of an aerator is generally mea-sured in terms of standard aeration efficiency(SAE),which is significantly affected by the different geometric and dynamic parameters of the aerator.Therefore,to enhance the aer-ation performance of an aerator,these parameters need to be optimized.In the present study,a perforated pooled circular stepped cascade(PPCSC)aerator was developed,and the geometric and dynamic parameters of the developed aerator were optimized using the hybrid ANN-PSO technique for maximizing its aeration efficiency.The geometric parameters include consecutive step width ratio(W_(i-1)/W_(i))and the perforation diameter to the bottom-most radius ratio(d/R_(b)),whereas the dynamic parameter includes the water flow rate(Q).A 3–6-1 ANN model coupled with particle swarm optimization(PSO)approach was used to obtain the optimum values of geometric and dynamic parameters correspond-ing to the maximum SAE.The optimal values of the consecutive step width ratio(W_(i-1)/W_(i)),the perforation diameter to the bottom-most radius ratio(d/R_(b)),and the water flow rate(Q)for maximizing the SAE were found to be 1.15,0.0027 and 0.0167 m^(3)/s,respectively.The cross-validation results showed a deviation of 3.07%between the predicted and experimen-tal SAE values,thus confirming the adequacy of the proposed hybrid ANN-PSO technique. 展开更多
关键词 AQUACULTURE Artificial neural network(ANN) Particle swarm optimization(PSO) Perforated pooled circular stepped cascade(PPCSC)aerator Standard aeration efficiency(SAE)
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Arc characteristics and properties of a new rotating tungsten GTAW of 5A06 aluminum alloy 被引量:2
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作者 Rongmao Du Yanlong Fan +2 位作者 Yu Sun Hongtao Zhang Zecheng Wu 《China Welding》 2025年第1期39-44,共6页
In this study,the rotary movement of the tungsten needle in gas tungsten arc welding(GTAW)process was realized by direct current motor.The arc characteristics,the flow of molten pool and the microstructure and propert... In this study,the rotary movement of the tungsten needle in gas tungsten arc welding(GTAW)process was realized by direct current motor.The arc characteristics,the flow of molten pool and the microstructure and properties of the weld bead were studied.The results showed that the rotary motion of the tungsten needle transferred circumferential momentum to the arc as well as the molten pool,thereby conferring the latter with rotating fluid flow characteristics.Under the action of a relatively spiraling shielding gas,arc constriction occurred,and molten pool width dropped considerably.A finer and more uniform precipitated phase in the matrix,as well as a fewer large-medium pores,were achieved in the 5A06 aluminum alloy weld metal using this modified GTAW process,which noticeably increased the bending strength and tensile strength of weld metal and the microhardness of fusion zone. 展开更多
关键词 Roating tungsten Arc shape Molten pool Gas tungsten arc welding
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DCA-YOLO:Detection Algorithm for YOLOv8 Pulmonary Nodules Based on Attention Mechanism Optimization 被引量:1
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作者 SONG Yongsheng LIU Guohua 《Journal of Donghua University(English Edition)》 2025年第1期78-87,共10页
Pulmonary nodules represent an early manifestation of lung cancer.However,pulmonary nodules only constitute a small portion of the overall image,posing challenges for physicians in image interpretation and potentially... Pulmonary nodules represent an early manifestation of lung cancer.However,pulmonary nodules only constitute a small portion of the overall image,posing challenges for physicians in image interpretation and potentially leading to false positives or missed detections.To solve these problems,the YOLOv8 network is enhanced by adding deformable convolution and atrous spatial pyramid pooling(ASPP),along with the integration of a coordinate attention(CA)mechanism.This allows the network to focus on small targets while expanding the receptive field without losing resolution.At the same time,context information on the target is gathered and feature expression is enhanced by attention modules in different directions.It effectively improves the positioning accuracy and achieves good results on the LUNA16 dataset.Compared with other detection algorithms,it improves the accuracy of pulmonary nodule detection to a certain extent. 展开更多
关键词 pulmonary nodule YOLOv8 network object detection deformable convolution atrous spatial pyramid pooling(ASPP) coordinate attention(CA)mechanism
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Cascate del Mulino:Tuscany's natural wonderland
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作者 郑玉峰 《疯狂英语(新读写)》 2025年第3期12-14,74,共4页
Among the rolling hills and vineyards of the Tuscan countryside lies one of the most impressive tourist attractions not only in Italy,but in the entire world-a cascade(小瀑布)of white limestone pools overflowing with ... Among the rolling hills and vineyards of the Tuscan countryside lies one of the most impressive tourist attractions not only in Italy,but in the entire world-a cascade(小瀑布)of white limestone pools overflowing with warm turquoise(绿松石色)water known as Cascate del Mulino. 展开更多
关键词 cascate del mulino Cascades Tourist attraction white limestone pools White limestone pools Warm turquoise water
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Contribution of groundwater carbon pools to atmospheric carbon sinks:A case study of the Yinchuan Basin,Northwest China
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作者 Hong-yun Ma Jiang Liu +3 位作者 Hong-na Ma Hua-qi Wang Cheng-zhu Li Yan-e Li 《China Geology》 2025年第2期295-302,共8页
Addressing global warming,a common change today,requires achieving peak carbon dioxide emissions and carbon neutrality(also referred to as the dual carbon goals).Enhancing research on the carbon cycle is urgently need... Addressing global warming,a common change today,requires achieving peak carbon dioxide emissions and carbon neutrality(also referred to as the dual carbon goals).Enhancing research on the carbon cycle is urgently needed as the foundation.Water,a key carrier in the carbon cycle,necessitates investigation into groundwater carbon pools’contribution to atmospheric carbon sinks.This study assessed carbon stocks in the Yinchuan Basin’s soil and groundwater carbon pools.Findings indicate the basin’s surface soils contain approximately 24.16 Tg of organic carbon and a total of 60.01 Tg of carbon.In contrast,the basin’s groundwater holds around 4.90 Tg of carbon,roughly one-fifth of the organic carbon in surface soils.Thus,groundwater and soil carbon pools possess comparable carbon stocks,underscoring the importance of the groundwater carbon pool.Studies on terrestrial carbon balance should incorporate groundwater carbon pools,which deserve increased focus.Evaluating groundwater carbon pools’contributions is vital for achieving the dual carbon goals. 展开更多
关键词 Carbon sink Groundwater carbon pool Surface soil carbon pool HYDROGEOCHEMISTRY Carbon migration Irrigation basin Carbon burial engineering Yinchuan Basin Northwest China
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