期刊文献+
共找到2篇文章
< 1 >
每页显示 20 50 100
Utilizing the ultrasensitive Schistosoma up-converting phosphor lateral flow circulating anodic antigen(UCP-LF CAA)assay for sample pooling-strategies 被引量:2
1
作者 Paul L.A.M.Corstjens Pytsje T.Hoekstra +1 位作者 Claudia J.de Dood Govert J.van Dam 《Infectious Diseases of Poverty》 SCIE 2017年第1期1379-1391,共13页
Background:Methodological applications of the high sensitivity genus-specific Schistosoma CAA strip test,allowing detection of single worm active infections(ultimate sensitivity),are discussed for efficient utilizatio... Background:Methodological applications of the high sensitivity genus-specific Schistosoma CAA strip test,allowing detection of single worm active infections(ultimate sensitivity),are discussed for efficient utilization in sample pooling strategies.Besides relevant cost reduction,pooling of samples rather than individual testing can provide valuable data for large scale mapping,surveillance,and monitoring.Method:The laboratory-based CAA strip test utilizes luminescent quantitative up-converting phosphor(UCP)reporter particles and a rapid user-friendly lateral flow(LF)assay format.The test includes a sample preparation step that permits virtually unlimited sample concentration with urine,reaching ultimate sensitivity(single worm detection)at 100%specificity.This facilitates testing large urine pools from many individuals with minimal loss of sensitivity and specificity.The test determines the average CAA level of the individuals in the pool thus indicating overall worm burden and prevalence.When requiring test results at the individual level,smaller pools need to be analysed with the pool-size based on expected prevalence or when unknown,on the average CAA level of a larger group;CAA negative pools do not require individual test results and thus reduce the number of tests.Results:Straightforward pooling strategies indicate that at sub-population level the CAA strip test is an efficient assay for general mapping,identification of hotspots,determination of stratified infection levels,and accurate monitoring of mass drug administrations(MDA).At the individual level,the number of tests can be reduced i.e.in low endemic settings as the pool size can be increased as opposed to prevalence decrease.Conclusions:At the sub-population level,average CAA concentrations determined in urine pools can be an appropriate measure indicating worm burden.Pooling strategies allowing this type of large scale testing are feasible with the various CAA strip test formats and do not affect sensitivity and specificity.It allows cost efficient stratified testing and monitoring of worm burden at the sub-population level,ideally for large-scale surveillance generating hard data for performance of MDA programs and strategic planning when moving towards transmission-stop and elimination. 展开更多
关键词 Schistosomiasis Diagnostics sample pooling Mass drug administration Circulating anodic antigen Lateral flow Strip test Up-converting reporter particle UCP-LF CAA
原文传递
基于固定窗漂移检测的MSWI过程CO排放建模
2
作者 汤健 张润雨 +1 位作者 夏恒 乔俊飞 《北京工业大学学报》 北大核心 2025年第8期930-943,共14页
针对城市固废焚烧(municipal solid waste incineration, MSWI)过程中能够表征燃烧过程是否稳定的关键工业参数--一氧化碳(carbon monoxide, CO)排放浓度的动态时变特性,提出基于固定窗漂移检测的MSWI过程CO排放建模方法。首先,基于历... 针对城市固废焚烧(municipal solid waste incineration, MSWI)过程中能够表征燃烧过程是否稳定的关键工业参数--一氧化碳(carbon monoxide, CO)排放浓度的动态时变特性,提出基于固定窗漂移检测的MSWI过程CO排放建模方法。首先,基于历史数据集采用k-means算法获取典型样本池(typical sample pool, TSP),构建基于长短期记忆(long short-term memory, LSTM)神经网络的离线预测模型和基于核主成分分析(kernel principal component analysis, KPCA)的漂移指标计算模型。然后,针对每个在线采集样本,在预设定固定窗口未填满时基于历史LSTM神经网络模型进行在线预测,在预设定固定窗口填满时采用历史KPCA模型进行漂移检测。最后,利用指标霍特林统计量T2和平方预测误差(squared prediction error, SPE)判断是否产生漂移。若未产生漂移,则返回至新窗口期;若产生漂移,则合并历史数据和漂移数据以更新TSP、LSTM模型和KPCA模型。工业现场实际数据的仿真验证了所提方法的合理性和有效性。 展开更多
关键词 城市固废焚烧(municipal solid waste incineration MSWI) 一氧化碳(carbon monoxide CO)排放 概念漂移检测 典型样本池(typical sample pool TSP) 长短期记忆(long short-term memory LSTM)神经网络 核主成分分析(kernel principal component analysis KPCA)
在线阅读 下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部