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基于改进的MobilenetV3热轧钢带表面缺陷分类
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作者 熊政 车文刚 +1 位作者 保永莉 刘晓彤 《兰州大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第2期182-186,共5页
提出一种基于轻量化神经网络MobilenetV3-large改进的热轧钢带表面缺陷分类算法,通过剪枝、大量削减卷积层数、调整通道大小和步长,以及修改对应的网络参数快速降低了参数量.为弥补修改模型带来的准确率下降的问题,将激活函数ReLU更换为... 提出一种基于轻量化神经网络MobilenetV3-large改进的热轧钢带表面缺陷分类算法,通过剪枝、大量削减卷积层数、调整通道大小和步长,以及修改对应的网络参数快速降低了参数量.为弥补修改模型带来的准确率下降的问题,将激活函数ReLU更换为Hard-Swish,引入置换注意力机制替换原模型中的通道注意力机制,在进一步降低参数量的同时提高运行效率和分类准确率.在NEU-CLS表面缺陷数据集中的试验结果表明,改进后的算法参数量为0.5 MB,相比原模型降低96.89%,训练图片的时间由19.81 ms/幅降至10.73 ms/幅,平均准确率为99.26%,比改进前提高了5.56%,表明改进后的算法可应用于实时分类. 展开更多
关键词 MobilenetV3算法 转移注意力 结构性剪枝 缺陷分类
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试论以基因发现历程为主线的综合生物实验教学改革 被引量:1
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作者 刘文广 鲍永利 +4 位作者 王克慧 鄢然 刘文宇 丁晓玲 庞泽龙 《教育教学论坛》 2017年第50期84-86,共3页
生命科学的实验教学是增强学生感性认识、促进学生有效学习、培养学生实践能力的重要手段,是帮助学生养成创新意识、培养未来高素质科技人才的重要环节。本文提出了"以基因发现历程为主线的"综合生物实验教学改革的理念,认为... 生命科学的实验教学是增强学生感性认识、促进学生有效学习、培养学生实践能力的重要手段,是帮助学生养成创新意识、培养未来高素质科技人才的重要环节。本文提出了"以基因发现历程为主线的"综合生物实验教学改革的理念,认为可以围绕某一个特定基因来部分地整合多门生命科学二级学科的实验课程。希望这一理念能够帮助高校探索出一套更加系统而完整的生命科学实验教学体系。 展开更多
关键词 基因发现 主线 实验课程 综合教学改革 生命科学
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Mutation Analysis of AVPR2 and AQP2 Gene in Chinese Patients with Congenital Nephrogenic Diabetes Insipidus 被引量:6
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作者 WANG Ying LI Hong-jun +5 位作者 YU Zhen-xiang bao yong-li WU Yin YU Chun-lei MENG Xiang-ying LI Yu-xin 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2008年第3期312-315,共4页
To detect mutations of the aquaporin 2 gene(AQP2) and the arginine vasopressin V2 receptor gene(AVPR2) of Chinese congenital nephrogenic diabetes insipidus, and to establish the foundation for further studying the... To detect mutations of the aquaporin 2 gene(AQP2) and the arginine vasopressin V2 receptor gene(AVPR2) of Chinese congenital nephrogenic diabetes insipidus, and to establish the foundation for further studying the emergence mechanism of the disease and clinical diagnosis, all the exons and part of introns of AQP2 and AVPR2 genes were amplified with intronic primers, using genomic DNA extracted from three patients with congenital nephrogenic diabetes insipidus and two mothers as template, PCR product was ligated into a T-vector and then sequenced. The result was compared with the database sequence to identify the mutable sites via a BLAST search, the incidence of every mutation was analyzed, and the putative transcription factor binding sites that maybe disturbed were analyzed by MAPPER. Mutation g.1394A〉G in exon 3 of AVPR2 was detected in all the subjects, g.861C〉T(S167L) in exon 2 of AVPR2 and IVS1+3G〉A in intron of AQP2 were detected, respectively, in two patients, and c.836A〉C in 3′ untranslated region of AQP2 was detected in two patients and one mother. Four mutations were identified. g.1394A〉G of AVPR2 and c.836A〉C of AQP2 have high incidence in patients with nephrogenic diabetes insipidus. Detection on the two sites may become auxiliary diagnosis index of congenital nephrogenic diabetes insipidus. 展开更多
关键词 Nephrogenic diabetes insipidus Gene mutation AQP2 A VPR2
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Construction and Characterization of a cDNA Expression Library for the North American Ginseng Root Tissues 被引量:2
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作者 WANG Ying WANG Kun +3 位作者 bao yong-li WU Yin MENG Xiang-ying LI Yu-xin 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2007年第3期310-313,共4页
The root of Panax ginseng plant undergoes a specific developmental process to become a biosynthesis and accumulation tissue for ginsenosides. To identify and analyze genes involved in the biosynthesis of ginsenoside, ... The root of Panax ginseng plant undergoes a specific developmental process to become a biosynthesis and accumulation tissue for ginsenosides. To identify and analyze genes involved in the biosynthesis of ginsenoside, we constructed and characterized a full-length cDNA library for 6-year-old North American ginseng. The titer of primary cDNA library is 1.2 × 10^6 pfu/mL, the titer of amplified library is 2. 6 × 10^10 pfu/mL and the rate of recombinant is above 86%. The insert size ranges from 0. 3 to 2.0 kb. Sequencing results show that 18 of 58 genes are high homologous to the genes (GBRS, GBR3 and GBR1 ) known in GenBank, which are involved in biosynthesis of ginsenoside in North American ginseng plant; 16 of 58 genes are novel genes. The full-length cDNA library of North American ginseng root tissues is essential for the cloning of genes known and it is also an initial key for the screening and cloning of new genes. 展开更多
关键词 cDNA library North American ginseng SMART
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Development and Characterization of Monoclonal Antibody Specifically Against TSP50 被引量:1
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作者 LIU Yang bao yong-li +5 位作者 YU Chun-lei WU Yin YANG Xiao-guang XU Hao-peng SUN Ying LI Yu-xin 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2009年第4期483-486,共4页
Testis-specific protease 50(TSP50) has been identified as a testis-specific protein that is expressed abnormally in most human breast cancer samples,which makes it an attractive molecular marker and a potential targ... Testis-specific protease 50(TSP50) has been identified as a testis-specific protein that is expressed abnormally in most human breast cancer samples,which makes it an attractive molecular marker and a potential target for diagnosis and therapy.In the present study,we prepared a panel of monoclonal antibodies(mAbs) with high specificity and sensitivity against TSP50 by hybridoma method and characterized them by ELISA,Western blot,immunofluroescence and immunohistochemical analyses.The results show that all of the 9 different clones can specifically bind to TSP50.The mAbs against TSP50 we generated could be good tools for both basic and clinical studies. 展开更多
关键词 BIOMARKER Breast cancer Monoclonal antibody Testis-specific protease 50
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Preparation of Polyclonal Antibodies Against Testis-specific Protease 50 and Characterization of Antibody Specificity 被引量:1
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作者 ZHANG Jing YANG Ming +7 位作者 XU Ze-Li bao yong-li WU Yin WANG Yue-zeng MENG Xiang-ying JU Xing-da GU Yang LI Yu-xin 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2006年第3期308-311,共4页
Testis-specific protease 50 (TSP50) is a testis-specific oncogene, which is abnormally activated in most tested patients with breast cancer. This property makes it an attractive molecular marker and a promising targ... Testis-specific protease 50 (TSP50) is a testis-specific oncogene, which is abnormally activated in most tested patients with breast cancer. This property makes it an attractive molecular marker and a promising target for the diagnosis and therapy of breast cancer. In order to obtain the protective and specific polyclonal antibodies for further research, TSPS0 cDNA was amplified by RT-PCR from normal human testicular tissue, and inserted into eukaryotic expression vector PeDNA3.1. Rabbit anti-TSPS0 polyclonal antibodies were prepared by means of intramuscular injection of peDNA3.1-TSPS0 into the rabbits. Titem of the anti-sera were measured by ELISA and Western blotting with the E. coli cell lysate containing the induced GST-TSPS0 fusion protein as an antigen. In addition, we examined the expression of TSPS0 in both breast cancer cell line MCF-7 and breast cancer tissue by immunofluorescent and immunohistochemistry analysis. 展开更多
关键词 Breast cancer ELISA Polyclonal antibody TSPSO
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Isolation and Characterization of Proteins Interacting with Activin Type Ⅱ Receptors 被引量:1
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作者 LIU Biao bao yong-li +4 位作者 WEI Zhuang WU Yin MENG Xiang-ying LI Yu-xin YIN Wei-tian 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2006年第2期217-220,共4页
Regulation of the number of aetivin receptors that are present in the cell membrane plays a key role in the modulation of cellular responses to activin. In order to find the regulators, a novel protein ARIPzip, intera... Regulation of the number of aetivin receptors that are present in the cell membrane plays a key role in the modulation of cellular responses to activin. In order to find the regulators, a novel protein ARIPzip, interacting with activin type II receptors, was searched and identified by using yeast two-hybrid screening. ARIPzip is a splicing variant of ARIP2. This has been discussed previously. ARIPzip can specifically interact with ActR Ⅱ A, and is widely distributed in mouse tissues. Overexpression of ARIPzip can cause the activin-induced transcriptional activities to increase in a dose-dependent manner while the overexpression of ARIV2 can decrease these activities. These data suggest that the C-terminal rezions of ARIP2 and ARIPzip are involved in the regulation of activin signaling. 展开更多
关键词 ACTIVIN Activin receptor A( ActR A) Activin receptor interaction protein(ARIP)
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Components of Essential Oils in Different Parts of Daucus carota L. var. sativa Hoffm 被引量:1
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作者 WU Yin XU Ze-Li +3 位作者 LI Hong-jun MENG Xiang-ying bao yong-li LI Yu-xin 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2006年第3期328-334,共7页
The components of the essential oils obtained from different parts of Daacus carota L.var. saliva Hoffm were analyzed. The percentages of the essential oils extracted are 0. 27% ( mL/100 g material) for the flowers,... The components of the essential oils obtained from different parts of Daacus carota L.var. saliva Hoffm were analyzed. The percentages of the essential oils extracted are 0. 27% ( mL/100 g material) for the flowers, 0. 0/% for the stems and leaves and 0. 01% for the roots. Fifty-four, Sixty-six and Thirty-three compounds were,respectively, separated and identified from the flowers, the stems and leaves and the roots, among which unsaturated alkene compounds are thirty-nine, thirty-nine and twenty-one, respectively, accounting in turn for up to 90. 21%, 90. 49% and 72. 65% of the total essential oils. Because alkene compounds have double bonds that are easily oxidized, it can he inferred that the components of the essential oils in the different parts of Daucus carota L. var. saliva Hoffm should show an activity of the antioformation of free radicals to some extent. 展开更多
关键词 Daucus carota L. var. sativa Hoffm Essential oil. GC/MS
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Synergistic Effects of Activin A and Fibroblast Growth Factor 2 in the Modulation of Insulin Expression
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作者 bao yong-li JIANG Hong-yu +3 位作者 Ji Shou-xian WU Yin MENG Xiang-ying LI Yu-xin 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2006年第2期229-232,共4页
Diabetes is the most prevalent and serious metabolic disease, and the number of diabetic patients worldwide is increasing. The reduction of insulin biosynthes is in pancreatic E-cells is closely associated with the on... Diabetes is the most prevalent and serious metabolic disease, and the number of diabetic patients worldwide is increasing. The reduction of insulin biosynthes is in pancreatic E-cells is closely associated with the onset and progression of diabetes, therefore, it is important to search for ways to induce insulin-producing cells in non-E-cells. In the present study, it has been reported that activin A and a basic fibroblast growth factor 2 ( FGF2), can synergistically increase the insulin mRNA level, in both mouse El4 striatal primary cell cultures and the hippocampal neuronal cell line HT22. Activin A and FGF2 can jointly stimulate the nuclear translocation of Smad3 and specifically activate ERK1/2. It is interesting to note that a specific inhibitor for MEK, U0126, can efficiently block the induction of an insulin promoter activity by activin A and FGF2. This indicates that activin A collaborates with FGF2, giving a signal to induce the insulin gene through selective activation of the ERK-type MAP kinase and Smad3 in mouse striatal and HT22 cells. These data suggest that activin A may act in concert with FGF2 for the development of insulin -positive neurons 展开更多
关键词 Activin A Fibroblast growth factor 2 (FGF2) INSULIN
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Immunomodulatory effects of flazin from Crassostrea sikamea on splenic lymphocytes of Sprague-Dawley rats
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作者 KONG Ying WANG Li-Hua +5 位作者 LIU Lei ZHENG Li-Hua bao yong-li LIU Xiu-Xian WANG Shu-Yue SONG Zhen-Bo 《Chinese Journal of Natural Medicines》 SCIE CAS CSCD 2021年第11期836-843,共8页
Crassostrea sikamea(C.sikamea)is an important edible and medicinal seafood in China.In the present study,a compound named flazin was separated and identified from the ethyl acetate extract of C.sikamea(EAECs)for the f... Crassostrea sikamea(C.sikamea)is an important edible and medicinal seafood in China.In the present study,a compound named flazin was separated and identified from the ethyl acetate extract of C.sikamea(EAECs)for the first time.In addition,the 3-(4,5-dimethylthiazol-2-yl)-5-(3-carboxymethoxyphenyl)-2-(4-sulfophenyl)-2H-tetra zolium(MTS)assay revealed that EAECs and flazin inhibited the transformation of splenic lymphocytes in vitro.Moreover,flazin(20μg·mL^(−1))altered the populations of splenic lymphocyte subtypes.Real-time quantitative PCR(RT-qPCR)analysis and enzyme-linked immunosorbent assay(ELISA)showed that flazin suppressed the mRNA expression and secretion of TNF-αand IL-2,and reversed Concanavalin A(ConA)-induced mRNA up-regulation and protein secretion of TNF-αand IL-2.Western blot results showed that flazin reversed ConA-induced increases in p-ERK1/2 and p-p38 in splenocytes.In conclusion,flazin exhibits effective immunomodulatory function and may be useful for treating immune-related disorders,which indicates the application potential of C.sikamea as a functional food or immunomodulator. 展开更多
关键词 Flazin Crassostrea sikamea Cytokine secretion Immunomodulatory effect Splenic lymphocyte
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