Purpose: The drug resistance pattern in tuberculosis (TB) is still under investigated. We analyzed the clinical data from the patients with smear positive TB and applied the model to predict the patients with smear-po...Purpose: The drug resistance pattern in tuberculosis (TB) is still under investigated. We analyzed the clinical data from the patients with smear positive TB and applied the model to predict the patients with smear-positive TB. Materials and Methods: Medical records information of 6977 cases was included from 11,950 inpatients from January 2009 to November 2013. The cases data were divided into a training set, test set and prediction set. Logistic regression analysis was applied to the training set data to establish a prediction classification model, the effect of which was then evaluated using the test set by receiver operating characteristic (ROC) analysis. The model was then applied to the prediction set to identify incidence of snMDR-TB. Results: Sixteen factors which correlate with MDR-TB-including frequency of hospitalization, province of origin, anti-TB drugs, and complications, were identified from the comparison between SP-TB and spMDR-TB. The area under the ROC curve (AUC) of the prediction model was 0.752 (sensitivity = 61.3%, specificity = 83.3%). The percentage of all inpatients with snMDR-TB (snMDR-TB/Total) was 28.7% ± 0.02%, while that of all SN-PTB with snMDR-TB (snMDR-TB/SN-PTB) was 26.5% ± 0.03%. The ratio of snMDR-TB to MDR-TB (snMDR-TB/MDR-TB) was 2.09 ± 0.33. Conclusion: snMDR-TB as an important source of MDR-TB is a significant hidden problem for MDR-TB control and can be identified by the prediction model. A kind of vicious circle with a certain delay effect exists between snMDR-TB and MDR-TB. To better control MDR-TB, it is necessary to pay greater attention to snMDR-TB, conduct further research and develop targeted therapeutic strategies.展开更多
ZTE Corporation, a leading global provider of telecommunications equipment and network solutions, launched the world’s fastest HSUPA data card at the 3GSM World Congress 2007 in Barcelona, Spain.
Big data technology turns everything into computerized information, so everything has its own data footprint. These footprints come together to form a data world that maps everything. By mining the data world, everyth...Big data technology turns everything into computerized information, so everything has its own data footprint. These footprints come together to form a data world that maps everything. By mining the data world, everything can be calculated and recognized. Our black box world is gradually open and transparent. Everything can be recognized, grasped, and predicted. Although big data may diminish individual privacy and even threaten personal freedom, through the precise portrayal and analysis of big data, people will gradually come to understand the laws of nature and society, and those once hidden in the black box will gradually move from the realm of necessity to the realm of freedom. Big data, therefore, brings a new world of freedom while bringing constraints to individuals.展开更多
World Data Center(WDC)for Seismology,Beijing has developed for 20 years in China until this year.The sustained and stable data sharing service system has already taken shape.This article gives an overview of the const...World Data Center(WDC)for Seismology,Beijing has developed for 20 years in China until this year.The sustained and stable data sharing service system has already taken shape.This article gives an overview of the construction and development of WDC for Seismology,Beijing.It outlines the history,facilities and technical specifications of the center.It also illustrates the data service,the website,and gives a brief description of the perspective.展开更多
Affiliationunit: The CAS Bureau for Coordinated Development Between Nature & Society The WDC, standing for the World Data Center,is one of the subordinate bodies under the International Council of Scientific Union...Affiliationunit: The CAS Bureau for Coordinated Development Between Nature & Society The WDC, standing for the World Data Center,is one of the subordinate bodies under the International Council of Scientific Unions (ICSU) for the benefit of the international community of scientists and provides a global mechanism of data management for all disciplinary developments related to the Earth, environment and Sun. The WDC is in charge of the collection, archiving, distribution and exchange of these data, which cover a variety of time scales ranging from seconds to millennia and con tain baseline information for scientific research, in line with procedures and standards展开更多
24 September 2013, Shenzhen--ZTE today announced the release of the BigMatrix 9900 series of data center switches, the world＇ s largest-capacity data center switches. The BigMatrix 9900 product family comprises data...24 September 2013, Shenzhen--ZTE today announced the release of the BigMatrix 9900 series of data center switches, the world＇ s largest-capacity data center switches. The BigMatrix 9900 product family comprises data switches with the largest capacity in the world. The switches are designed large cloud computing and big data scenarios and allow for higher-density deployment in data centers. Each single slot can support up to 144 10G ports, 36 40G ports, or 12 IOOG ports. The Big Matrix 9900 series comprises four switch models-9916, 9912, 9908, and 9904-each of which supports a maximum switching capacity of 84.48 Tbps.展开更多
目的基于真实世界数据(Real World Data,RWD)对注射泵的主要有效性评价功能进行研究,最大程度反映其临床实践中的真实性能表现,以建立科学有效的评价方法。方法选取本院重症医学科3种品牌(M、F、L)注射泵共计37台次作为研究对象,根据建...目的基于真实世界数据(Real World Data,RWD)对注射泵的主要有效性评价功能进行研究,最大程度反映其临床实践中的真实性能表现,以建立科学有效的评价方法。方法选取本院重症医学科3种品牌(M、F、L)注射泵共计37台次作为研究对象,根据建立的临床使用评价指标,分别在5、25和50 mL/h 3种流速下,获得注射泵出第1滴液的时间和响应时间来测试注射泵快速启动的性能差异,计算流速平均值、相对示值误差和示值重复性来测试注射泵注射精度的性能差异;分别在5、10和15 mL/h 3种流速下,获得注射泵的流速波动下限和间歇时间来测试注射泵联机中继的性能差异。结果在快速启动功能方面,设定流速越大,注射泵出第1滴液的时间和响应时间越短,且在3种流速下,M品牌注射泵出第1滴液的时间和响应时间都最短(P<0.05)。在注射精度功能方面,在3种流速下,M和L品牌的流速控制性能和示值稳定性都显著优于F品牌(P<0.05)。在联机中继功能方面,人工模拟联机中继功能导致的流速波动下限和间歇时间差异显著(P<0.05),且设定流速越大,实时流速从下降到恢复设定值需要的间歇时间就越短。另外,M品牌的自动联机中继功能可有效解决前序泵与后序泵中继过程中产生的药物流量抖动或间断,但有瞬时流速上升,相对能够保证药物流量的稳定性和连续性。结论使用正确的基于RWD的注射泵临床使用评价方法不仅能够规范临床应用行为,还能够为注射泵的评价、准入/淘汰和集中采购/价格谈判提供数据支撑。展开更多
文摘Purpose: The drug resistance pattern in tuberculosis (TB) is still under investigated. We analyzed the clinical data from the patients with smear positive TB and applied the model to predict the patients with smear-positive TB. Materials and Methods: Medical records information of 6977 cases was included from 11,950 inpatients from January 2009 to November 2013. The cases data were divided into a training set, test set and prediction set. Logistic regression analysis was applied to the training set data to establish a prediction classification model, the effect of which was then evaluated using the test set by receiver operating characteristic (ROC) analysis. The model was then applied to the prediction set to identify incidence of snMDR-TB. Results: Sixteen factors which correlate with MDR-TB-including frequency of hospitalization, province of origin, anti-TB drugs, and complications, were identified from the comparison between SP-TB and spMDR-TB. The area under the ROC curve (AUC) of the prediction model was 0.752 (sensitivity = 61.3%, specificity = 83.3%). The percentage of all inpatients with snMDR-TB (snMDR-TB/Total) was 28.7% ± 0.02%, while that of all SN-PTB with snMDR-TB (snMDR-TB/SN-PTB) was 26.5% ± 0.03%. The ratio of snMDR-TB to MDR-TB (snMDR-TB/MDR-TB) was 2.09 ± 0.33. Conclusion: snMDR-TB as an important source of MDR-TB is a significant hidden problem for MDR-TB control and can be identified by the prediction model. A kind of vicious circle with a certain delay effect exists between snMDR-TB and MDR-TB. To better control MDR-TB, it is necessary to pay greater attention to snMDR-TB, conduct further research and develop targeted therapeutic strategies.
文摘ZTE Corporation, a leading global provider of telecommunications equipment and network solutions, launched the world’s fastest HSUPA data card at the 3GSM World Congress 2007 in Barcelona, Spain.
基金a stage outcome of "Study on Philosophical Issues of Big Data Technology Revolution",a major program funded by National Social Sciences Fund(No.2014AZX006)
文摘Big data technology turns everything into computerized information, so everything has its own data footprint. These footprints come together to form a data world that maps everything. By mining the data world, everything can be calculated and recognized. Our black box world is gradually open and transparent. Everything can be recognized, grasped, and predicted. Although big data may diminish individual privacy and even threaten personal freedom, through the precise portrayal and analysis of big data, people will gradually come to understand the laws of nature and society, and those once hidden in the black box will gradually move from the realm of necessity to the realm of freedom. Big data, therefore, brings a new world of freedom while bringing constraints to individuals.
文摘World Data Center(WDC)for Seismology,Beijing has developed for 20 years in China until this year.The sustained and stable data sharing service system has already taken shape.This article gives an overview of the construction and development of WDC for Seismology,Beijing.It outlines the history,facilities and technical specifications of the center.It also illustrates the data service,the website,and gives a brief description of the perspective.
文摘Affiliationunit: The CAS Bureau for Coordinated Development Between Nature & Society The WDC, standing for the World Data Center,is one of the subordinate bodies under the International Council of Scientific Unions (ICSU) for the benefit of the international community of scientists and provides a global mechanism of data management for all disciplinary developments related to the Earth, environment and Sun. The WDC is in charge of the collection, archiving, distribution and exchange of these data, which cover a variety of time scales ranging from seconds to millennia and con tain baseline information for scientific research, in line with procedures and standards
文摘24 September 2013, Shenzhen--ZTE today announced the release of the BigMatrix 9900 series of data center switches, the world＇ s largest-capacity data center switches. The BigMatrix 9900 product family comprises data switches with the largest capacity in the world. The switches are designed large cloud computing and big data scenarios and allow for higher-density deployment in data centers. Each single slot can support up to 144 10G ports, 36 40G ports, or 12 IOOG ports. The Big Matrix 9900 series comprises four switch models-9916, 9912, 9908, and 9904-each of which supports a maximum switching capacity of 84.48 Tbps.
