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| 1 | Deep learning based classification of rock structure of tunnel face显示文摘The automated interpretation of rock structure can improve the efficiency,accuracy,and consistency of the geological risk assessment of tunnel face.Because of the high uncertainties in the geological images as a result of different regional rock types,as well as in-situ conditions(e.g.,temperature,humidity,and construction procedure),previous automated methods have limited performance in classification of rock structure of tunnel face during construction.This paper presents a framework for classifying multiple rock structures based on the geological images of tunnel face using convolutional neural networks(CNN),namely Inception-ResNet-V2(IRV2).A prototype recognition system is implemented to classify 5 types of rock structures including mosaic,granular,layered,block,and fragmentation structures.The proposed IRV2 network is trained by over 35,000 out of 42,400 images extracted from over 150 sections of tunnel faces and tested by the remaining 7400 images.Furthermore,different hyperparameters of the CNN model are introduced to optimize the most efficient algorithm parameter.Among all the discussed models,i.e.,ResNet-50,ResNet-101,and Inception-v4,Inception-ResNet-V2 exhibits the best performance in terms of various indicators,such as precision,recall,F-score,and testing time per image.Meanwhile,the model trained by a large database can obtain the object features more comprehensively,leading to higher accuracy.Compared with the original image classification method,the sub-image method is closer to the reality considering both the accuracy and the perspective of error divergence.The experimental results reveal that the proposed method is optimal and efficient for automated classification of rock structure using the geological images of the tunnel face. | Jiayao Chen Tongjun Yang Dongming Zhang Hongwei Huang Yu Tian | 2021 | Geoscience Frontiers2021，12，1： | 13 |
| 2 | Matrix metalloproteinase 2 promotes cell growth and invasion in colorectal cancer显示文摘Colorectal 癌症(CRC ) 是在西方的世界上的癌症相关的死亡的第三个领先的原因。在这研究,我们计算了矩阵 metalloproteinase 的表达式在 CRC 的 2 基因(MMP2 ) 并且与 clinicopathological 特征分析了它的关联。我们发现 MMP2 的表示比在 colorectal 纸巾在 CRC 纸巾是显著地更高的。另外, MMP2 蛋白质的高水平断然与肿瘤尺寸,淋巴节点转移,远转移,公爵阶段,和肿瘤侵略的地位被相关。而且,有更高的 MMP2 层次的病人与低 MMP2 层次比那些有显著地更短的全面幸存。Multivariate 分析结果建议 MMP2 表示的水平是为有 CRC 的病人的幸存的独立预示的指示物。在有调停 lentiviral 的 shRNA 的 CRC 房间线的 Silencing MMP2 表示显著地压制了房间增长,殖民地形成,和侵略。而且,我们观察到那个脉管的 endothelial 生长因素(VEGF ) 和膜打 1 (MT1 )-MMP 蛋白质层次在 MMP2-down-regulated colorectal 细胞被减少。因此,我们的学习证明 MMP2 是与 CRC 的 carcinogenesis 和转移有关的一个重要因素,并且 MMP2 由起来调整的 VEGF 和 MT1-MMP 表示支持 CRC 房间生长和侵略,它为癌症治疗使这条小径成为一个潜在的目标。 | Wei Dong Hong Li Yan Zhang Heng Yang Min Guo Li Li Tongjun Liu | 2011 | Acta Biochimica et Biophysica Sinica2011，43，11： | 10 |
| 3 | Acupuncture at Waiguan (TE5) influences activation/deactivation of functional brain areas in ischemic stroke patients and healthy people A functional MRI study显示文摘In the present study, 10 patients with ischemic stroke in the left hemisphere and six healthy controls were subjected to acupuncture at right Waiguan (TE5). In ischemic stroke subjects, functional MRI showed enhanced activation in Broadmann areas 5, 6, 7, 18, 19, 24, 32, the hypothalamic inferior lobe, the mamillary body, and the ventral posterolateral nucleus of the left hemisphere, and Broadmann areas 4, 6, 7, 18, 19 and 32 of the right hemisphere, but attenuated activation of Broadmann area 13, the hypothalamic inferior lobe, the posterior lobe of the tonsil of cerebellum, and the culmen of the anterior lobe of hypophysis, in the left hemisphere and Broadmann area 13 in the right hemisphere. In ischemic stroke subjects, a number of deactivated brain areas were enhanced, including Broadmann areas 6, 11, 20, 22, 37, and 47, the culmen of the anterior lobe of hypophysis, alae lingulae cerebella, and the posterior lobe of the tonsil of cerebellum of the left hemisphere, and Broadmann areas 8, 37, 45 and 47, the culmen of the anterior lobe of hypophysis, pars tuberalis adenohypophyseos, inferior border of lentiform nucleus, lateral globus pallidus, inferior temporal gyrus, and the parahippocampal gyrus of the right hemisphere. These subjects also exhibited attenuation of a number of deactivated brain areas, including Broadmann area 7. These data suggest that acupuncture at Waiguan specifically alters brain function in regions associated with sensation, vision, and motion in ischemic stroke patients. By contrast, in normal individuals, acupuncture at Waiguan generally activates brain areas associated with insomnia and other functions. | Junqi Chen Yong Huang Xinsheng Lai Chunzhi Tang Junjun Yang Hua Chen Tongjun Zeng Junxian Wu Shanshan Qu | 2013 | Neural Regeneration Research2013，8，3： | 8 |
| 4 | GaN-based substrates and optoelectronic materials and devices显示文摘In order to solve the problems of GaN heteroepitaxy on sapphire substrate,some techniques were explored.Freestanding GaN substrates have been made by hydride vapor phase epitaxy(HVPE),laser lift-off(LLO),and chemical mechanical polishing techniques.Wafer bending and cracking in the HVPE growth were partly settled by pulsed flow modulation method.High-crystal quality was established for 1.2 mm thick GaN substrate by X-ray diffraction measurement,in which the full width of half maximum values were 72,110 arcsec for(102),(002)peaks.A novel micro-size patterned sapphire substrate(PSS)and a nano PSS were also fabricated.High-power vertical structure light emitting diodes(VSLEDs)have been developed by Au–Sn eutectic wafer bonding,homemade micro-area LLO,and light extraction structure preparation.The high-injection-level active region with low temperature GaN sandwiched layers was used for lowefficiency droop.The light output power of VSLED was achieved as 400 mW driven at 350 mA,and the dominant wavelength is about 460 nm.The structures and properties of strain modulated superlattices(SLs)and quantum wells as well as advanced simulation of carriers transport across the electron blocking layer were investigated in laser diodes.The hole concentration was achieved as high as1.6 9 1018cm-3in AlGaN/GaN SLs:Mg by inserting an AlN layer.High-quality AlGaN epilayers and structures were grown by MOCVD.Some device structures of UV LEDs and detectors were demonstrated.The emission wavelength of 262 nm UV LED has been successfully fabricated.At last,high-quality InN and InGaN materials for solar cell were grown by boundary-temperature-controlled epitaxy and growth-temperature-controlled epitaxy.Hall-effect measurement showed a recorded electron mobility of 3,280 cm2/(V s)and a residual electron concentration of 1.47 9 1017cm-3at 300 K. | Guoyi Zhang Bo Shen Zhizhong Chen Xiaodong Hu Zhixin Qin Xinqiang Wang Jiejun Wu Tongjun Yu Xiangning Kang Xingxing Fu Wei Yang Zhijian Yang Zhizhao Gan | 2014 | Chinese Science Bulletin2014，59，12： | 4 |
| 5 | Specific cerebral activation following true and sham Waiguan(SJ 5) needling Functional magnetic resonance imaging evidence显示文摘Positive activation and negative activation of glucose metabolism can be detected in different brain regions under acupuncture conditions using functional magnetic resonance imaging(fMRI) which reveals acupoint function and location-acupoint specificity.This study observed the regional cerebral activation of the Waiguan(SJ 5) acupoint following true needling at the true Waiguan acupoint,sham needling at the true Waiguan acupoint and true needling at a sham point using fMRI.The fMRI results demonstrated that compared with sham needling,true needling at Waiguan activated the BA8 area and left cerebellum.Compared with needling at the sham point,needling at Waiguan activated the BA2 area,the left cerebellum and the right inferior semilunar lobule.Thus the activated brain areas caused by needling Waiguan may be the basis for treatment of certain diseases. | Yong Huang Xinsheng Lai Baoci Shan Chunzhi Tang Junjun Yang Tongjun Zeng Guifeng Zhang Jiarong Chen Yangjia Lu | 2010 | Neural Regeneration Research2010，5，22： | 3 |
| 6 | Down-regulation of GPR137 expression inhibits proliferation of colon cancer cells显示文摘G 联合蛋白质的受体(GPR ) 是高度与 oncogenesis 和癌症转移有关。G 联合蛋白质的受体(GPR137 ) 137 大约 10 年以前开始作为新奇孤儿 GPR 被报导。一些孤儿 GPR 在人的癌症被含有。这研究的目的是在人的结肠癌调查 GPR137 的角色。GRP137 的表示层次被量的聚合酶链反应和西方的污点分析在不同结肠癌房间线分析。调停 Lentivirus 的短发卡 RNA 明确地被设计在结肠癌房间将 GPR137 表示击倒。房间生存能力被 methylthiazoletetrazolium 和殖民地形成试金测量。另外,房间周期特征被流动 cytometry 调查。GRP137 表示在不同层次在所有七根结肠癌房间线被观察。GPR137 的 mRNA 和蛋白质层次在在 lentivirus 感染以后的 HCT116 和 RKO 房间是下面调整的。GPR137 的调停 Lentivirus 的 silencing 减少了增长率和殖民地数字。在导致的两根房间线的 GPR137 击倒在 G 0/G1 阶段的房间周期拘捕。这些结果显示 GPR137 在结肠癌房间增长起一个重要作用。GPR137 在结肠癌房间的信号 transduction 小径上的效果的更好的理解可以提供卓见进结肠癌的新奇基因治疗。 | Kai Zhang Zhen Shen Xianjun Liang Tongjun Liu Tiejun Wang Yang Jiang | 2014 | Acta Biochimica et Biophysica Sinica2014，46，11： | 3 |
| 7 | An investigation into effect of cationic precursor solutions on formation of CuInSe2 thin films by SILAR method显示文摘 | Yang Jingxia Jin Zhengguo Liu Tongjun | 2008 | Solar Energy Materials & Solar Cells2008，92，： | 1 |
| 8 | Super-ferric Dipole Prototype for Super-FRS of FAIR显示文摘 | Yuan Ping Ma Lizhen H. Leibrock Zhang Xiaoqi Zhang Bin Yao Qinggao Wu Weiyue Wang Qiuliang Wu Wei Wu xi Yang Tongjun Cuo Beilei Han Shaofei He Yuan Zhang Siling | 2009 | 近代物理研究所和兰州重离子加速器实验室年报:英文版2009，，1： | 1 |
| 9 | Preparation and process chemistry of SnO2 films derivedfrom SnC2O4 by the aqueous sol-gel method 显示文摘 | LIU Tongjun JIN Zhengguo YANG Jingxia | 2008 | Journal of the American Ceramic Society2008，91，： | 1 |
| 10 | Galerkin domain decomposition procedures for parabolic equation of genemal form on general domain显示文摘 | MA Keying SUN Tongjun YANG Danping | 2009 | Numer Methods Partial Differertial Equations2009，25，5： | 1 |
| 11 | The finite difference streamline diffusion methods for sobolev equation with convection-domi- nated term 显示文摘 | SUN Tongjun YANG Danping | 2002 | Applied Mathematics and Computation2002，125，： | 1 |
| 12 | Application status and prospects of fly ash显示文摘 | DENG Yuanlin YANG Tongjun | | 0，，11： | 1 |
| 13 | 查看详情显示文摘 | Hao Long Yang Wei Yu Tongjun | | 0，，9： | 1 |
| 14 | Novel chitosan/collagen scaffold containing transforming growth factor-β1 DNA for periodontal tissue engineering显示文摘 | Yufeng Zhang Xiangrong Cheng Jiawei Wang Yining Wang Bin Shi Cui Huang Xuechao Yang Tongjun Liu | 2006 | Biochemical and Biophysical Research Communications2006，，1： | 1 |
| 15 | Permeation mechanism of a two-state potassium channel显示文摘A two-state hopping model was proposed to study the permeation of ion channel.The Nernst equation in equilibrium and the Michaelis-Menten relation in steady state were derived from the two-state kinetic model.The currentvoltage relationship obtained in the symmetrical solutions case was linear when the applied potential was less than 100 mV,which met Ohm’s law.The conductance-concentration relationship exhibited the saturation property.Moreover,the characteristic time reaching the steady state of the KcsA channel was also discussed. | WANG Xiangqun ZHAO Tongjun SONG Yang ZHAN Yong | 2007 | Frontiers in Biology2007，2，1： | 0 |
| 16 | A Facial Size Automatic Measurement and Analysis Technology显示文摘Facial measurement and analysis is an important part of anthropometry,which provides data support for the design of facial protective equipment.To overcome the inconveniences,low efficiency and poor measurement accuracy of facial size parameters measured and analyzed by manual contact,a method of automatic measurement and analysis of face size parameters is proposed.First,the automatic marking method of faces based on deep learning can improve the efficiency ofmeasuring facial parameters.Then,facial parameters,including nose middle width,nose width,face width and eye width,can be measured.Finally,the data set of face size parameters is classified and counted based on fuzzy clustering analysis.Sixty-five groups of Han youth facial data are collected formeasurement and analysis,and compared with the existing algorithms,the facial morphology analysis system presented in this paper has higher measurement accuracy. | Dongliang Yang Changjiang Song Hantao Zhao Tongjun Liu | 2022 | 国际计算机前沿大会会议论文集2022，，2： | 0 |
| 17 | 6-26 Conceptual Design of a 3.6 T Curved Tilted Solenoid Superconducting Magnet显示文摘The type of tilted solenoid is a novel approach to be used in superconducting dipole magnet design. The dipolefield is obtained by using concentric pairs of helically-wound coils that are tilted at opposite angles; this effectivelycancels the solenoid component of the field and adds the dipole content of each layer. Fig. 1 shows a dipole magnetcomposed of a pair of coils.According to the principle of modulating the tilted solenoid, we proposed a conceptual design of curved superconductingmagnet. The magnet with 150 mm bore diameter is curved 60 ? at a radius of 833 mm. The magnetconsists of 10 layers and the thickness of each layer is 5 mm. It could be cooled by a GM refrigerator. The detailedparameters of magnet are showed in Table 1. | Liang Yu Wu Wei Yang Tongjun Chen Yuquan | 2014 | IMP & HIRFL Annual Report2014，，1： | 0 |
| 18 | Down-regulation of GPR137 expression inhibits proliferation of colon cancer cells显示文摘Due to questions raised regarding experimental data/plasmid vectors in the article entitled‘Down-regulation of GPR137 expression inhibits proliferation of colon cancer cells’by Kai Zhang,Zhen Shen,Xianjun Liang,Tongjun Liu,Tiejun Wang and Yang Jiang,published online:October 9,2014(http://gffzz956a921c9ffd49aas69b99bcwnfkf6co6.ffgz.tsg.suse.edu.cn/abbs/article/46/11/935/1265)in Acta Biochim Biophys Sin(DOI:10.1093/abbs/gmu086),the editors have decided to retract this article and the authors apologize to the readers and editors of Acta Biochim Biophys Sin for any inconvenience caused. | Kai Zhang Zhen Shen Xianjun Liang Tongjun Liu Tiejun Wang Yang Jiang | 2019 | Acta Biochimica et Biophysica Sinica2019，51，5： | 0 |
| 19 | Magnetic Field Design of CiADS Solenoid显示文摘China initiative Accelerator Driven System(CiADS)project aims to build the first ADS experimental facility to demonstrate the nuclear waste transmutation.Superconducting focusing solenoid for CiADS superconducting linear accelerator is under development. | Yang Tongjun Wu Beimin Zheng Shijun Wu Wei | 2019 | IMP & HIRFL Annual Report2019，，1： | 0 |
| 20 | Quench Analysis of CiADS Superconducting Magnet显示文摘The models of quench analysis of CiADS superconducting magnets are displayed in Fig.1.Three structures of superconducting magnet are designed and the stored energies are 6.5 kJ for sol.1. | Zheng Shijun Yang Tongjun Wu Wei Chen Yuquan Wu Beimin Mei Enming | 2019 | IMP & HIRFL Annual Report2019，，1： | 0 |
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