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美国科学教育研究资助体系分析及其启示 被引量:4
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作者 陶丹 杨杰 +4 位作者 赵芳芳 袁正 陶扬 王晔 郑永和 《中国科学基金》 CSSCI CSCD 北大核心 2024年第2期271-278,共8页
加强科学教育是推进教育、科技、人才“三位一体”的统筹部署和实现科技创新自立自强的基础性工程。虽然科学教育已经在政策和实践层面备受关注,且已取得明显进展,我国科学教育依然面临着诸多的挑战与不足,其关键原因之一是支撑科学教... 加强科学教育是推进教育、科技、人才“三位一体”的统筹部署和实现科技创新自立自强的基础性工程。虽然科学教育已经在政策和实践层面备受关注,且已取得明显进展,我国科学教育依然面临着诸多的挑战与不足,其关键原因之一是支撑科学教育高质量发展的科学教育研究资助体系的缺乏。鉴于美国在科学教育研究领域的引领地位及其形成的完善的研究资助格局,本文全面介绍了美国科学教育研究资助体系的概况,深入分析了以美国国家科学基金会为代表的联邦政府机构对于科学教育的资助布局及其对K-12教育阶段的资助计划,形成了对于建立我国科学教育研究资助体系的建议。 展开更多
关键词 科学教育 美国国家科学基金会 资助体系 K-12教育
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Prediction of pathological complete response and prognosis in locally advanced rectal cancer
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作者 Yi-Jun Xu dan tao +6 位作者 Song-Bing Qin Xiao-Yan Xu Kai-Wen Yang Zhong-Xu Xing Ju-Ying Zhou Yang Jiao Li-Li Wang 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第6期2520-2530,共11页
BACKGROUND Colorectal cancer is currently the third most common malignant tumor and the second leading cause of cancer-related death worldwide.Neoadjuvant chemoradiotherapy(nCRT)is standard for locally advanced rectal... BACKGROUND Colorectal cancer is currently the third most common malignant tumor and the second leading cause of cancer-related death worldwide.Neoadjuvant chemoradiotherapy(nCRT)is standard for locally advanced rectal cancer(LARC).Except for pathological examination after resection,it is not known exactly whether LARC patients have achieved pathological complete response(pCR)before surgery.To date,there are no clear clinical indicators that can predict the efficacy of nCRT and patient outcomes.AIM To investigate the indicators that can predict pCR and long-term outcomes following nCRT in patients with LARC.METHODS Clinical data of 128 LARC patients admitted to our hospital between September 2013 and November 2022 were retrospectively analyzed.Patients were categorized into pCR and non-pCR groups.Univariate analysis(using the χ^(2) test or Fisher’s exact test)and logistic multivariate regression analysis were used to study clinical predictors affecting pCR.The 5-year disease-free survival(DFS)and overall survival(OS)rates were calculated using Kaplan-Meier analysis,and differences in survival curves were assessed with the log-rank test.RESULTS Univariate analysis showed that pretreatment carcinoembryonic antigen(CEA)level,lymphocyte-monocyte ratio(LMR),time interval between neoadjuvant therapy completion and total mesorectal excision,and tumor size were correlated with pCR.Multivariate results showed that CEA≤5 ng/mL(P=0.039),LMR>2.73(P=0.023),and time interval>10 wk(P=0.039)were independent predictors for pCR.Survival analysis demonstrated that patients in the pCR group had significantly higher 5-year DFS rates(94.7%vs 59.7%,P=0.002)and 5-year OS rates(95.8%vs 80.1%,P=0.019)compared to the non-pCR group.Tumor deposits(TDs)were significantly correlated with shorter DFS(P=0.002)and OS(P<0.001).CONCLUSION Pretreatment CEA,LMR,and time interval contribute to predicting nCRT efficacy in LARC patients.Achieving pCR demonstrates longer DFS and OS.TDs correlate with poor prognosis. 展开更多
关键词 Locally advanced rectal cancer Neoadjuvant chemoradiotherapy Pathological complete response Carcinoembryonic antigen Inflammation-related markers Tumor deposit PROGNOSIS
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蒸汽发生器传热管凹陷复合缺陷涡流信号分析
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作者 孔玉莹 马强 +4 位作者 王春蕾 丁伯愿 尹基林 但涛 朱志斌 《无损检测》 CAS 2024年第5期15-21,共7页
以CPR1000核电机组蒸汽发生器传热管为例,针对蒸汽发生器管板上部因硬质泥渣沉积后挤压传热管致使其产生凹陷,进而可能诱发应力腐蚀开裂的问题,利用三种不同类型的涡流探头,开展传热管凹陷与缺陷复合信号的分析。试验结果表明:凹陷对复... 以CPR1000核电机组蒸汽发生器传热管为例,针对蒸汽发生器管板上部因硬质泥渣沉积后挤压传热管致使其产生凹陷,进而可能诱发应力腐蚀开裂的问题,利用三种不同类型的涡流探头,开展传热管凹陷与缺陷复合信号的分析。试验结果表明:凹陷对复合信号中裂纹的识别有较大的影响;当凹陷处的裂纹类缺陷深度增加至40%T(T为壁厚)时,Bobbin探头在信号特征上有较明显变化,使用MRPC探头可有效识别;阵列探头可有效识别局部小变形凹陷与20%T裂纹的复合信号;对比三种类型的探头,阵列探头对凹陷复合缺陷具有更好的检测能力。 展开更多
关键词 传热管 凹陷 复合缺陷 涡流
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一种辅助新型冠状病毒肺炎检测的肺实质分割算法
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作者 苏赋 但涛 方东 《计算机工程》 CAS CSCD 北大核心 2021年第7期30-36,43,共8页
新型冠状病毒肺炎给人类健康及社会经济造成了巨大的负面影响,而X光胸片中的肺实质提取成为新型冠状病毒肺炎诊断过程中的关键环节。在U-Net的基础上,提出一种结合编解码模式的肺实质分割算法。应用特征融合思想,构建A形特征融合模块,... 新型冠状病毒肺炎给人类健康及社会经济造成了巨大的负面影响,而X光胸片中的肺实质提取成为新型冠状病毒肺炎诊断过程中的关键环节。在U-Net的基础上,提出一种结合编解码模式的肺实质分割算法。应用特征融合思想,构建A形特征融合模块,充分学习深层特征的语义信息。引入注意力机制,在深层卷积神经网络中加入密集空洞卷积模块和残差多核池化模块,扩大卷积感受野并提取上下文特征信息。通过改进可变形卷积和分割损失函数,提升网络模型的泛化能力和鲁棒性。实验结果表明,该算法的分割准确度、Dice系数、敏感度、Jaccard指数分别为98.16%、98.32%、98.13%、98.54%,能够实现X光胸片中肺实质部位的有效分割。 展开更多
关键词 新型冠状病毒肺炎 X光胸片 肺实质分割 神经网络 分割损失函数
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玻璃钢管在湿含H_2S天然气集输中的应用评价 被引量:1
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作者 但涛 李林辉 +4 位作者 何炆忆 施岱艳 崔磊 宋亮 姜放 《天然气与石油》 2019年第2期108-113,共6页
为了推动玻璃钢管在酸性油气田的安全应用,对输送一般含H^2S原料气的蜀南气矿五打线玻璃钢管在服役条件下的性能变化进行了长达14年的跟踪研究,研究了在役玻璃钢管的硬度、玻璃化转变温度、弯曲强度、短时失效压力等性能在低含H^2S集输... 为了推动玻璃钢管在酸性油气田的安全应用,对输送一般含H^2S原料气的蜀南气矿五打线玻璃钢管在服役条件下的性能变化进行了长达14年的跟踪研究,研究了在役玻璃钢管的硬度、玻璃化转变温度、弯曲强度、短时失效压力等性能在低含H^2S集输服役环境中随使用时间而衰减的程度以及变化规律。研究表明,由于含H^2S腐蚀介质对玻璃钢管的冲蚀,以及材料自然老化的作用,基底树脂的性能有一定退化,但平均数值保留率均在80%以上;从抗拉强度和短时水压失效压力测试结果来看,玻璃钢管抗压强度保持较好,没有下降。通过压力计算,蜀南气矿五打线玻璃钢管在目前的服役条件下仍可继续安全使用。该研究为玻璃钢管在中低压天然气集输中的安全应用提供了宝贵的实践经验和技术支撑。 展开更多
关键词 玻璃钢管 酸性环境 集输管道 非金属管
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Effect of co-transfection of miR-520c-3p and miR-132 on proliferation and apoptosis of hepatocellular carcinoma Huh7 被引量:9
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作者 Chang-Jiang Lei Chun Yao +6 位作者 De-Ke Li Zhi-Xiong Long Yuan Li dan tao Yan-Ping Liou Jiang-Zhou Zhang Ning Liu 《Asian Pacific Journal of Tropical Medicine》 SCIE CAS 2016年第9期876-880,共5页
Objective:To investigate the effects of co-transfection of miR-520c-3p and miR-132 on proliferation and apoptosis of hepatocellular carcinoma Huh7.Methods:Hepatocellular carcinoma Huh7 was cultured in vitro and lipido... Objective:To investigate the effects of co-transfection of miR-520c-3p and miR-132 on proliferation and apoptosis of hepatocellular carcinoma Huh7.Methods:Hepatocellular carcinoma Huh7 was cultured in vitro and lipidosome was used to transfect miR-520c-3p and miR-132 respectively or together.The effects of transfection of miR-520c-3p and miR-132 on proliferation and apoptosis of Huh7 were detected by CCK8 and Annexin V staining and flow cytometry,and the expression level of the targeted gene of over-expressed miR-520c-3p and miR-132 was determined by Western blot and realtime PCR.Results:Compared with the control group,the proliferation ability of Huh7 of the single transfected and co-transfected miR-520c-3p and miR-132 decreased significantly,and the apoptosis ratio increased distinctly(P<0.05).Besides,the affect of the co-transfection group was better than that of the single transfection group.The protein levels of GPC3(Glypican-3) and YAP(Yes-associated protein),the target genes transfected only by miR-520c-3p and miR-132,respectively,reduced obviously(P<0.05),which was similar with the co-infected cells,but cells transfected by miR-132 only showed a decrease of YAP.Conclusions:The co-transfection of miR-520c-3p and miR-132 can target-regulate the expression of GPC3 and YAP,enhance the exhibition effect on proliferation of hepatocellular carcinoma Huh7 and induce cell apoptosis synergistically. 展开更多
关键词 MiR-520c-3p MiR-132 LIVER cancer PROLIFERATION Apoptosis
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Ionospheric TEC and plasma anomalies possibly associated with the 14 July 2019 M_(w) 7.2 Indonesia Laiwui earthquake,from analysis of GPS and CSES data 被引量:3
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作者 YuanZheng Wen dan tao +5 位作者 GuangXue Wang JiaYi Zong JinBin Cao Roberto Battiston ZhiMa ZeRen XuHui Shen 《Earth and Planetary Physics》 EI CSCD 2022年第4期313-328,共16页
This study presents signatures of seismo-ionospheric perturbations possibly related to the 14 July 2019 M_(w)7.2 Laiwui earthquake,detected by a cross-validation analysis of total electron content(TEC)data of the glob... This study presents signatures of seismo-ionospheric perturbations possibly related to the 14 July 2019 M_(w)7.2 Laiwui earthquake,detected by a cross-validation analysis of total electron content(TEC)data of the global ionospheric map(GIM)from GPS and plasma parameter data recorded by the China Seismo-Electromagnetic Satellite(CSES).After separating pre-seismic ionospheric phenomena from the ionospheric disturbances due to the magnetospheric and solar activities,we have identified three positive temporal anomalies,around the epicenter,at 1 day,3 days and 8 days before the earthquake(14 July 2019),along with a negative anomaly 6 days after the earthquake.These results agree well with the TEC spatial variations in latitude-longitude-time(LLT)maps.To confirm these anomalies further,we employed the moving mean method(MMM)to analyze ionospheric plasma parameters(electron,O^(+) and He^(+) densities)recorded by the Langmuir probe(LAP)and Plasma Analyzer Package(PAP)onboard the CSES.The analysis detected on,on Day Two,Day Four,and Day Seven before the earthquake,remarkable enhancements along the orbits around when in proximity to the epicenter.To make the investigations still more convincing,we compared the orbits on which anomalous readings were recorded to their corresponding four nearest revisiting orbits;the comparison did indeed indicate the existence of plasma parameter anomalies that appear to be associated with the Laiwui earthquake.All these results ilustrate that the unusual ionospheric perturbations detected through GPS and CSES data are possibly associated with the M_(w)7.2 Laiwui earthquake,which suggests that at least some earthquakes may be predicted by alertness to pre-seismic ionospheric anomalies over regions known to be at seismic risk.This case study also contributes additional information of value to our understanding of lithosphere-atmosphere-ionosphere coupling. 展开更多
关键词 seismo-ionospheric perturbations CSES sallite IONOSPHERE EARTHQUAKE
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Change of the peripheral blood immune pattern and its correlation with prognosis in patients with liver cancer treated by sorafenib 被引量:1
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作者 Chang-Jiang Lei Jia-Ni Liu +4 位作者 Rong Wu Zhi-Xiong Long Jiang-Zhou Zhang dan tao Yan-Ping Liu 《Asian Pacific Journal of Tropical Medicine》 SCIE CAS 2016年第6期573-576,共4页
Objective:To study the change of the peripheral blood immune pattern and its correlation with prognosis in patients with liver cancer after treated by sorafenib.Methods:Patients with advanced liver cancer admitted in ... Objective:To study the change of the peripheral blood immune pattern and its correlation with prognosis in patients with liver cancer after treated by sorafenib.Methods:Patients with advanced liver cancer admitted in our hospital were enrolled and treated with sorafenib.After two months of the treatment,their peripheral blood was collected.The immune cell subset and cytokines level were determined by flow cytometry and luminex technology.According to the reaction expressed by patients towards sorafenib,patients were divided into the response group and the no response group.The changes of the peripheral blood immune pattern and its correlation with prognosis of patients in the two groups were compared.Results:Before and after treatment of sorafenib,there was no significant difference in the ratios of T cells,NK cells and their subtypes in peripheral blood of patients between the two groups;while after treatment the ratio of B cells and regulatory B cells(Breg) of patients in the response group was significant higher than that of the no response group(P<0.05),and the prognosis conditions of patients with decreased ratio of Breg cells were better than other patients after undergoing chemotherapy.The levels of plasma cytokines IL-6,IL-10,IL-12,IL17,FIL-3L,IFN- γ,TNF-α,MCP-1 and VEGF showed no significant differences.Conclusions:After treatment of sorafenib,the prognosis conditions of patients of advanced liver cancer with a reduced Breg ratio are better than patients with an unaltered or increased Breg ratio.The ratio of Breg in peripheral blood may be considered as early biological indicator for the prediction of the curative effects of sorafenib. 展开更多
关键词 Liver cancer SORAFENIB CHEMOTHERAPY REGULATORY B cells PROGNOSIS
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Teaching Reform for HarmonyOS Mobile Application Development 被引量:1
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作者 Ruipeng Gao Weiwei Xing +1 位作者 Haoyue Zhao dan tao 《计算机教育》 2021年第12期62-67,共6页
In recent years,the IT industry in China has developed rapidly and made remarkable achievements.However,there is still a big gap between China and foreign countries in the core fields of information technology,such as... In recent years,the IT industry in China has developed rapidly and made remarkable achievements.However,there is still a big gap between China and foreign countries in the core fields of information technology,such as system hardware and software platform.Currently,foreign countries have gradually raised the restrictions of information technology in China,and even added many domestic enterprises to the restricted list,which has rung the alarm to the information security of the country.Therefore,in order to break through the foreign technology blockade and find a unique way in independent software and hardware platform,it is urgent to carry out the curriculum construction and talent training mechanism on core software and hardware platform.HarmonyOS is a“future-oriented”distributed operating system developed by Huawei.It proposes a distributed concept based on the same system capability and adapts to a variety of terminal forms,and supports a variety of terminal devices such as mobile phones,watches and smart screens.Our course on HarmonyOS aims to increase the theoretical knowledge of the core independent software and hardware platform.In the course,we exploit our teaching reform experience in the course of“Mobile Application Development”,and investigate the teaching mechanism of HarmonyOS to contribute to the rapid development of information technology and ecological construction in China. 展开更多
关键词 HarmonyOS Mobile Application Development Graduate Course Teaching Reform
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Teaching Reform for Mobile Application Development with Industrial Projects,Double Instructors,and Automatic Assessments
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作者 Ruipeng Gao Weiwei Xing dan tao 《计算机教育》 2020年第12期95-99,共5页
Mobile Application Development is a well-known undergraduate specialized course majoring in Computer Science and Software Engineering.Since it is a rapid developing technique and requires extensive project samples to ... Mobile Application Development is a well-known undergraduate specialized course majoring in Computer Science and Software Engineering.Since it is a rapid developing technique and requires extensive project samples to help understand,current teaching mechanism has still limitations in rare real project examples,outdated course contents,and lack of automatic assessment platforms.In order to improve the teaching effects and cultivate students’practical ability,we employ this teaching reform with industrial projects,double instructors,and automatic assessment platform to allow students participating in every course process.We aim to improve students’practical and collaboration ability during conducting the project spontaneously,and cultivate their awareness of self-learning and lifelong learning.Our classroom feedback has demonstrated that this teaching reform is effective on improving students’practical abilities,learning initiatives and comprehensive qualities. 展开更多
关键词 mobile application development project driven double instructors automatic assessment platform
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Ideological and Political Education in Harmony OS Application Development Course
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作者 Ruipeng Gao Xinrui Wang +1 位作者 Weiwei Xing dan tao 《计算机教育》 2022年第12期49-53,共5页
The emergence of the Harmony operating system independently developed by Huawei has provided new opportunities and challenges for the development of our country’s information industry.This paper mainly introduces how... The emergence of the Harmony operating system independently developed by Huawei has provided new opportunities and challenges for the development of our country’s information industry.This paper mainly introduces how to combine ideological and political education with mobile devices software development via Harmony OS development courses,aiming to cultivate students’ability to develop applications under the Harmony OS operating system independently or in groups,as well as achieving the patriotism and national mission. 展开更多
关键词 Harmony OS Ideological and political education Mobile application development
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Heterobimetallic CoCeO_(x) derived from cobalt partially-substituted Ce-UiO-66 for chlorobenzene efficient catalytic destruction 被引量:2
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作者 Lu Li Shuangshuang Fu +5 位作者 dan tao Jiaxun Zhang Mingjiao Tian Jianwen Shi Mudi Ma Chi He 《Journal of Rare Earths》 SCIE EI CAS CSCD 2023年第6期810-819,I0001,共11页
Here,a metal-organic framework(MOF)-templated strategy was applied to synthesize the CoCeO_(x) bimetallic catalysts by calcining Co partially-substituted Ce-UiO-66.It is indicated that the substituted Co limited Ce ca... Here,a metal-organic framework(MOF)-templated strategy was applied to synthesize the CoCeO_(x) bimetallic catalysts by calcining Co partially-substituted Ce-UiO-66.It is indicated that the substituted Co limited Ce cations in Ce-UiO-66 framework,which affects its growth and structure crystallinity to some extent.After pyrolysis treatment,the derived bimetallic oxide(CoCeO_(x)-M)can basically keep the octahedral structure and the surface area is much higher than the bulk metal composite oxide(CoCeO_(x)-B)prepared by traditional coprecipitation.Results reveal that CoCeO_(x)-M performs the best chlorobenzene degradation capacity,superior stability and vapor tolerance compared with those of CeO_(2)-M(derived from Ce-UiO-66)and CoCeO_(x)-B.At the same time,it is favorable to inhibit the formation of CO during the oxidation reaction.The superior catalytic performance of CoCeO_(x)-M is attributed to a good dispersion of metal cations,high surface area and active oxygen concentration,and good redox property.Moreover,the formation of organic byproducts especially chlorinated organics can be obviously prohibited over CoCeO_(x)-M compared with that of CeO_(2)-M.Mechanism study reveals that chlorobenzene dissociates on the surface of CoCeO_(x)-M to form carboxylates such as acetate species,maleate and phenolate before finally oxidized into CO_(2),H_(2)O,and HCl.The present work poses new insights into the fabrication of efficient catalysts for industrial CVOC purification. 展开更多
关键词 Ce-UiO-66 CoCeO_(x)bimetallic oxide CHLOROBENZENE Catalytic oxidation Reaction mechanism Rare earths
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临床抑郁症和阈下抑郁个体的时间知觉模式及其神经机制 被引量:8
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作者 陶丹 李朋 +2 位作者 宣宾 周晶 李明珠 《科学通报》 EI CAS CSCD 北大核心 2018年第20期2036-2047,共12页
抑郁症患者通常自我报告时间感知变慢,但是抑郁水平如何影响其时间知觉的问题并未得到解决.本研究通过行为实验及事件相关电位技术,采用时间等分任务范式,考察临床抑郁症患者和阈下抑郁个体在400~1600 ms范围内时间知觉的行为特点与可... 抑郁症患者通常自我报告时间感知变慢,但是抑郁水平如何影响其时间知觉的问题并未得到解决.本研究通过行为实验及事件相关电位技术,采用时间等分任务范式,考察临床抑郁症患者和阈下抑郁个体在400~1600 ms范围内时间知觉的行为特点与可能的机制.结果发现:(1)临床和阈下抑郁症组的韦伯比例均高于对照组,主观等分点与对照组无差异,临床和阈下抑郁组均表现出"长时距高估,短时距低估"的趋势.(2)阈下抑郁组的韦伯比例与其抑郁程度正相关,但主观等分点与其状态抑郁和特质抑郁均不相关.(3)阈下抑郁组的P2波幅呈下降趋势,CNV潜伏期延迟,且在400 ms时距上,LPCt的波幅降低,但N1波幅与对照组无差异.上述结果提示,阈下抑郁组与临床抑郁症组的时间知觉表现出类似的改变,并且随着抑郁程度的加深,被试在时间加工中表现出了更多的变异.阈下抑郁个体时间知觉的改变,可能与内部时钟阶段无足够的认知资源参与时间加工有关.此外,阈下抑郁组CNV峰值潜伏期延迟,其后伴随的正向偏转LPCt波幅减小,反应时变慢,提示阈下抑郁组在决策阶段也表现出一定的改变. 展开更多
关键词 临床抑郁症 阈下抑郁 时间知觉 事件相关电位
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情景模拟训练结合Miller金字塔教学对手术室专科护士应急能力与护理技能影响的研究 被引量:27
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作者 文方 赵文君 +2 位作者 谢小芳 陶丹 冯缘 《中华医学教育探索杂志》 2021年第11期1361-1364,共4页
目的探讨情景模拟训练结合Miller金字塔教学对手术室专科护士应急能力与护理技能的影响。方法选取2019年6月至2020年6月在电子科技大学医学院附属绵阳医院进行手术室专科轮转的灾害护理学员56人,将其按培训时间先后顺序分为对照组和研究... 目的探讨情景模拟训练结合Miller金字塔教学对手术室专科护士应急能力与护理技能的影响。方法选取2019年6月至2020年6月在电子科技大学医学院附属绵阳医院进行手术室专科轮转的灾害护理学员56人,将其按培训时间先后顺序分为对照组和研究组,每组28人。对照组采用传统带教,研究组采用情景模拟训练结合Miller金字塔教学。培训结束后通过考核专业理论知识和护理技能操作以评价专科护士培训教学效果;采用自拟考核量表评价专科护士培训的应急能力和培训效果的满意度。采用SPSS 22.0进行t检验和卡方检验。结果研究组手术室专科护士培训专业理论知识和护理技能操作考核成绩均高于对照组,差异有统计学意义(P<0.001)。研究组手术室专科护士培训应急能力考核评分均高于对照组,差异有统计学意义(P<0.001)。研究组在提升专科护理操作水平、提升突发事件应急能力、提升团队协作能力、提升分析解决问题能力、提升临床护理决策能力、提升独立思考能力及提升护患沟通能力7个方面的满意度均优于对照组,差异有统计学意义(P<0.05)。结论情景模拟训练结合Miller金字塔教学可提高手术室专科护士的应急能力、护理技能操作及培训满意度。 展开更多
关键词 情景模拟 Miller金字塔教学 手术室 专科护士 应急能力
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Radon transform-based motion blurred silkworm pupa image restoration 被引量:1
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作者 dan tao Zhengrong Wang +1 位作者 Guanglin Li Guangying Qiu 《International Journal of Agricultural and Biological Engineering》 SCIE EI CAS 2019年第2期152-159,共8页
As for machine vision-based intelligent system in the application of discriminating and sorting the sex of silkworm pupae,the tail gonad was the unique physiological feature.However,motion blur,resulting from the live... As for machine vision-based intelligent system in the application of discriminating and sorting the sex of silkworm pupae,the tail gonad was the unique physiological feature.However,motion blur,resulting from the live silkworm pupa’s writhing motion at the moment of capturing image,could lose textures and structures(such as edge and tail gonad etc.)dramatically,which casted great challenges for sex identification.To increase the image quality and relieve the difficulty of discrimination caused by motion blur,an effective approach that including three stages was proposed in this work.In the image prediction stage,first sharp edges were acquired by using filtering techniques.Then the initial blur kernel was computed with Gaussian prior.The coarse version latent image was deconvoluted in the Fourier domain.In the kernel refinement stage,the Radon transform was applied to estimate the accurate kernel.In the final restoration step,a TV-L1 deconvolution model was carried out to obtain a better result.The experimental results showed that benefiting from the prediction step and kernel refinement step,the kernel was more accurate and the recovered image contained much more textures.It revealed that the proposed method was useful in removing the motion blur.Furthermore,the method could also be applied to other fields. 展开更多
关键词 silkworm pupa image restoration radon transform machine vision motion blur DEBLURRING
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Load Feedback-Based Resource Scheduling and Dynamic Migration-Based Data Locality for Virtual Hadoop Clusters in OpenStack-Based Clouds 被引量:4
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作者 dan tao Zhaowen Lin Bingxu Wang 《Tsinghua Science and Technology》 SCIE EI CAS CSCD 2017年第2期149-159,共11页
With cloud computing technology becoming more mature, it is essential to combine the big data processing tool Hadoop with the Infrastructure as a Service(Iaa S) cloud platform. In this study, we first propose a new ... With cloud computing technology becoming more mature, it is essential to combine the big data processing tool Hadoop with the Infrastructure as a Service(Iaa S) cloud platform. In this study, we first propose a new Dynamic Hadoop Cluster on Iaa S(DHCI) architecture, which includes four key modules: monitoring,scheduling, Virtual Machine(VM) management, and VM migration modules. The load of both physical hosts and VMs is collected by the monitoring module and can be used to design resource scheduling and data locality solutions. Second, we present a simple load feedback-based resource scheduling scheme. The resource allocation can be avoided on overburdened physical hosts or the strong scalability of virtual cluster can be achieved by fluctuating the number of VMs. To improve the flexibility, we adopt the separated deployment of the computation and storage VMs in the DHCI architecture, which negatively impacts the data locality. Third, we reuse the method of VM migration and propose a dynamic migration-based data locality scheme using parallel computing entropy. We migrate the computation nodes to different host(s) or rack(s) where the corresponding storage nodes are deployed to satisfy the requirement of data locality. We evaluate our solutions in a realistic scenario based on Open Stack.Substantial experimental results demonstrate the effectiveness of our solutions that contribute to balance the workload and performance improvement, even under heavy-loaded cloud system conditions. 展开更多
关键词 Hadoop resource scheduling data locality Infrastructure as a Service(Iaas) OpenStack
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Cloud Platform Based Automated Security Testing System for Mobile Internet
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作者 dan tao Zhaowen Lin Cheng Lu 《Tsinghua Science and Technology》 SCIE EI CAS CSCD 2015年第6期537-544,共8页
With respect to security, the use of various terminals in the mobile Internet environment is problematic.Traditional terminal testing methods cannot simulate actual testing environments; thus, the test results do not ... With respect to security, the use of various terminals in the mobile Internet environment is problematic.Traditional terminal testing methods cannot simulate actual testing environments; thus, the test results do not accurately reflect the security of terminals. To address this problem, we designed and developed a cloud platform based automated testing system for the mobile Internet. In this system, virtualization and automation technology are utilized to integrate mobile terminals into the cloud platform as a resource, to achieve a novel cloud service called Testing as a Service(Taa S). The system consists of three functional modules: web front-end module, testing environment module, and automated testing module. We adopted the permeable automated testing tool Metasploit to perform security testing. In our test experiments, we selected 100 apps with diverse vulnerability levels, ranging from secure to vulnerable, to perform a series of functional tests. The experimental results show that this system can correctly test both the number of vulnerable apps and their corresponding vulnerability levels. As such, the designed system can flexibly configure various testing environments for different testing cases or projects, and thereby perform security testing automatically. 展开更多
关键词 automated security testing cloud platform virtuali
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