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Underwater acoustic signal denoising model based on secondary variational mode decomposition
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作者 Hong Yang Wen-shuai Shi guo-hui li 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2023年第10期87-110,共24页
Due to the complexity of marine environment,underwater acoustic signal will be affected by complex background noise during transmission.Underwater acoustic signal denoising is always a difficult problem in underwater ... Due to the complexity of marine environment,underwater acoustic signal will be affected by complex background noise during transmission.Underwater acoustic signal denoising is always a difficult problem in underwater acoustic signal processing.To obtain a better denoising effect,a new denoising method of underwater acoustic signal based on optimized variational mode decomposition by black widow optimization algorithm(BVMD),fluctuation-based dispersion entropy threshold improved by Otsu method(OFDE),cosine similarity stationary threshold(CSST),BVMD,fluctuation-based dispersion entropy(FDE),named BVMD-OFDE-CSST-BVMD-FDE,is proposed.In the first place,decompose the original signal into a series of intrinsic mode functions(IMFs)by BVMD.Afterwards,distinguish pure IMFs,mixed IMFs and noise IMFs by OFDE and CSST,and reconstruct pure IMFs and mixed IMFs to obtain primary denoised signal.In the end,decompose primary denoising signal into IMFs by BVMD again,use the FDE value to distinguish noise IMFs and pure IMFs,and reconstruct pure IMFs to obtain the final denoised signal.The proposed mothod has three advantages:(i)BVMD can adaptively select the decomposition layer and penalty factor of VMD.(ii)FDE and CS are used as double criteria to distinguish noise IMFs from useful IMFs,and Otsu algorithm and CSST algorithm can effectively avoid the error caused by manually selecting thresholds.(iii)Secondary decomposition can make up for the deficiency of primary decomposition and further remove a small amount of noise.The chaotic signal and real ship signal are denoised.The experiment result shows that the proposed method can effectively denoise.It improves the denoising effect after primary decomposition,and has good practical value. 展开更多
关键词 Underwater acoustic signal DENOISING Variational mode decomposition Secondary decomposition Fluctuation-based dispersion entropy Cosine similarity
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基于深度张量神经网络预测有机分子的相互作用能
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作者 齐元 任虹 +6 位作者 李红 张鼎林 崔红强 翁俊贲 李国辉 王贵艳 李焱 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2021年第1期112-124,I0012,共14页
分子的相互作用在分子动力学模拟过程中起着关键的作用.受限于计算资源,大分子的长时间尺度的相互作用能无法通过量化计算实现.本文采用一种深度学习框架-深度张量神经网络来预测三个有机分子相关体系中量化精度的相互作用能.其中,分子... 分子的相互作用在分子动力学模拟过程中起着关键的作用.受限于计算资源,大分子的长时间尺度的相互作用能无法通过量化计算实现.本文采用一种深度学习框架-深度张量神经网络来预测三个有机分子相关体系中量化精度的相互作用能.其中,分子的几何结构和原子类型作为网络的输入用于预测相互作用能.通过分层生成的数据集合实现了网络中隐层参数的优化和训练.相互作用能的预测结果显示,深度张量神经网络可以在较短的时间内,在1kcal/mol的平均绝对误差的范围内准确预测分子间的相互作用能.这一过程提高了计算效率,并为计算相互作用能提供了可靠的计算框架. 展开更多
关键词 深度张量神经网络 相互作用能 有机分子
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Biomarkers and potential pathogenesis of colorectal cancer-related ischemic stroke 被引量:5
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作者 Qi-Xiong Qin Xue-Min Cheng +8 位作者 li-Zhi Lu Yun-Fei Wei Da-Cheng Wang Hai-Hua li guo-hui li Hong-Bin liang Sheng-Yu li li Chen Zhi-Jian liang 《World Journal of Gastroenterology》 SCIE CAS 2018年第43期4950-4958,共9页
AIM To investigate the specific biomarkers and potential pathogenesis of colorectal cancer-related ischemic stroke(CRCIS).METHODS A retrospective study was conducted on CRCIS patients(colorectal cancer patients with i... AIM To investigate the specific biomarkers and potential pathogenesis of colorectal cancer-related ischemic stroke(CRCIS).METHODS A retrospective study was conducted on CRCIS patients(colorectal cancer patients with ischemic stroke without conventional stroke risk factors) registered at seven centers between January 2007 and December 2017. Clinical data and laboratory and imaging findings were compared with age-and sex-matched patients with colorectal cancer(CRC) without ischemic stroke that were admitted to the same hospital during the same period. Univariate and multivariate analyses were performed to analyze the independent risk factors for CRCIS. A receiver operator characteristic curve was configured to calculate the optimal cut-off value of the products of the independent risk factors for CRCIS. RESULTS A total of 114 CRCIS patients and 114 CRC patients were included. Multiple lesions in multiple vascular territories were common in CRCIS patients(71, 62.28%). The levels of plasma D-dimer, carcinoembryonic antigen(CEA), cancer antigen 125, and neutrophil count were significantly higher in CRCIS patients than in CRC patients. Multiple logistic regression analysis revealed that plasma D-dimer levels [odds ratio(OR) = 1.002, 95% confidence interval(CI): 1.001-1.003, P < 0.001], CEA levels(OR = 1.011, 95%CI: 1.006-1.015, P < 0.001), and neutrophil count levels(OR = 1.626, 95%CI: 1.268-2.087, P < 0.001) were independent risk factors for CRCIS. In addition, receiver operator characteristic curve revealed that the area under curve for the products of plasma D-dimer, CEA, and neutrophil count was 0.889 ± 0.022(95%CI: 0.847-0.932, P < 0.001), and the optimal cut-off value for the product was 252.06, which was called the CRCIS Index, with a sensitivity of 86.0% and specificity of 79.8%.CONCLUSION Hypercoagulability induced by elevated CEA and neutrophils may be an important cause of CRCIS. The CRCIS index, which serves as a biomarker of CRCIS, needs further study. 展开更多
关键词 致病 风险因素 癌症病人 特征曲线 接收装置 CEA 调查结果 回归分析
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A novel feature extraction method for ship-radiated noise 被引量:2
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作者 Hong Yang Lu-lu li +1 位作者 guo-hui li Qian-ru Guan 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2022年第4期604-617,共14页
To improve the feature extraction of ship-radiated noise in a complex ocean environment,a novel feature extraction method for ship-radiated noise based on complete ensemble empirical mode decomposition with adaptive s... To improve the feature extraction of ship-radiated noise in a complex ocean environment,a novel feature extraction method for ship-radiated noise based on complete ensemble empirical mode decomposition with adaptive selective noise(CEEMDASN) and refined composite multiscale fluctuation-based dispersion entropy(RCMFDE) is proposed.CEEMDASN is proposed in this paper which takes into account the high frequency intermittent components when decomposing the signal.In addition,RCMFDE is also proposed in this paper which refines the preprocessing process of the original signal based on composite multi-scale theory.Firstly,the original signal is decomposed into several intrinsic mode functions(IMFs)by CEEMDASN.Energy distribution ratio(EDR) and average energy distribution ratio(AEDR) of all IMF components are calculated.Then,the IMF with the minimum difference between EDR and AEDR(MEDR)is selected as characteristic IMF.The RCMFDE of characteristic IMF is estimated as the feature vectors of ship-radiated noise.Finally,these feature vectors are sent to self-organizing map(SOM) for classifying and identifying.The proposed method is applied to the feature extraction of ship-radiated noise.The result shows its effectiveness and universality. 展开更多
关键词 Complete ensemble empirical mode decomposition with adaptive noise Ship-radiated noise Feature extraction Classification and recognition
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The PIWI-specific insertion module helps load longer piRNAs for translational activation essential for male fertility 被引量:3
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作者 Xin Wang Di-Hang lin +23 位作者 Yue Yan An-Hui Wang Jiaoyang liao Qian Meng Wen-Qing Yang Heng Zuo Min-Min Hua Fengjuan Zhang Hongwen Zhu Hu Zhou Tian-Yu Huang Rui He Guangyong li Yue-Qiu Tan Hui-Juan Shi Lan-Tao Gou Dangsheng li ligang Wu Yonggang Zheng Xiang-Dong Fu Jinsong li Rujuan liu guo-hui li Mo-Fang liu 《Science China(Life Sciences)》 SCIE CAS CSCD 2023年第7期1459-1481,共23页
PIWI-clade proteins harness pi RNAs of 24–33 nt in length.Of great puzzles are how PIWI-clade proteins incorporate pi RNAs of different sizes and whether the size matters to PIWI/pi RNA function.Here we report that a... PIWI-clade proteins harness pi RNAs of 24–33 nt in length.Of great puzzles are how PIWI-clade proteins incorporate pi RNAs of different sizes and whether the size matters to PIWI/pi RNA function.Here we report that a PIWI-Ins module unique in PIWIclade proteins helps define the length of pi RNAs.Deletion of PIWI-Ins in Miwi shifts MIWI to load with shorter pi RNAs and causes spermiogenic failure in mice,demonstrating the functional importance of this regulatory module.Mechanistically,we show that longer pi RNAs provide additional complementarity to target m RNAs,thereby enhancing the assembly of the MIWI/e IF3f/Hu R super-complex for translational activation.Importantly,we identify a c.1108C>T(p.R370W)mutation of HIWI(human PIWIL1)in infertile men and demonstrate in Miwi knock-in mice that this genetic mutation impairs male fertility by altering the property of PIWI-Ins in selecting longer pi RNAs.These findings reveal a critical role of PIWI-Ins-ensured longer pi RNAs in fine-tuning MIWI/pi RNA targeting capacity,proven essential for spermatid development and male fertility. 展开更多
关键词 PIWI piRNAs PIWI-Ins translational activation spermatid development male fertility
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Effect of Protein Dimerization on Ion Conductivity of Gramicidin A Channel Studied Using Polarizable Force Field
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作者 Jun-ben Weng Chen-yi liao +3 位作者 Yan li Ding-lin Zhang guo-hui li An-hui Wang 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2021年第4期471-479,I0003,共10页
In studies of ion channel systems,due to the huge computational cost of polarizable force elds,classical force elds remain the most widely used for a long time.In this work,we used the AMOEBA polarizable atomic multip... In studies of ion channel systems,due to the huge computational cost of polarizable force elds,classical force elds remain the most widely used for a long time.In this work,we used the AMOEBA polarizable atomic multipole force eld in enhanced sampling simula-tions of single-channel gramicidin A(gA)and double-channel gA systems and investigated its reliability in characterizing ion-transport properties of the gA ion channel under dimer-ization.The inuence of gA dimerization on the permeation of potassium and sodium ions through the channel was described in terms of conductance,di usion coeffcient,and free energy pro le.Results from the polarizable force eld simulations show that the conductance of potassium and sodium ions passing through the single-and double-channel agrees well with experimental values.Further data analysis reveals that the molecular mechanism of protein dimerization a ects the ion-transport properties of gA channels,i.e.,protein dimer-ization accelerates the permeation of potassium and sodium ions passing through the double-channel by adjusting the environment around gA protein(the distribution of phospholipid head groups,ions outside the channel,and bulk water),rather than directly adjusting the conformation of gA protein. 展开更多
关键词 DIMERIZATION CONDUCTANCE Gramicidin A AMOEBA force eld Umbrella sampling
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精轧机液压系统改进设计(英文)
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作者 guo-hui li Yang YANG Tai-qiang SUN 《机床与液压》 北大核心 2016年第6期88-90,101,共4页
Through the analysis of the problem that the gear de-closing mechanism of the horizontal-vertical con-vertible rolling mill is difficult to disengage, sometimes automatically disengages from work ,and its binding slee... Through the analysis of the problem that the gear de-closing mechanism of the horizontal-vertical con-vertible rolling mill is difficult to disengage, sometimes automatically disengages from work ,and its binding sleevewears serious etc, and combined with the hydraulic system, the cause of the problem is find . Then the hydraulicsystem of the mill is improved. The practical results show that the problem has obviously improved, maintenanceman-hours and spare parts cost is reduced, the production efficiency is improved. 展开更多
关键词 FINISHING mill GEAR de-closing mechanism HYDRAULIC system
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Safety and efficacy of thalidomide in patients with transfusiondependentβ-thalassemia:a randomized clinical trial 被引量:1
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作者 Jiang-Ming Chen Wei-Jian Zhu +28 位作者 Jie liu Gui-Zhen Wang Xiao-Qin Chen Yun Tan Wei-Wei Xu li-Wei Qu Jin-Yan li Huan-Ju Yang Lan Huang Ning Cai Wei-Da Wang Ken Huang Jian-Quan Xu guo-hui li Sheng He Tian-Ying Luo Yi Huang Song-Hua liu Wen-Qiang Wu Qi-Yang Lu Mei-Guang Zhou Shu-Ying Chen Rong-Lan li Mei-ling Hu Ying Huang Jin-Hua Wei Jun-Min li Sai-Juan Chen Guang-Biao Zhou 《Signal Transduction and Targeted Therapy》 SCIE CSCD 2021年第12期3723-3729,共7页
Thalidomide inducesγ-globin expression in erythroid progenitor cells,but its efficacy on patients with transfusion-dependentβ-thalassemia(TDT)remains unclear.In this phase 2,multi-center,randomized,double-blind clin... Thalidomide inducesγ-globin expression in erythroid progenitor cells,but its efficacy on patients with transfusion-dependentβ-thalassemia(TDT)remains unclear.In this phase 2,multi-center,randomized,double-blind clinical trial,we aimed to determine the safety and efficacy of thalidomide in TDT patients.A hundred patients of 14 years or older were randomly assigned to receive placebo or thalidomide for 12 weeks,followed by an extension phase of at least 36 weeks.The primary endpoint was the change of hemoglobin(Hb)level in the patients.The secondary endpoints included the red blood cell(RBC)units transfused and adverse effects.In the placebo-controlled period,Hb concentrations in patients treated with thalidomide achieved a median elevation of 14.0(range,2.5 to 37.5)g/L,whereas Hb in patients treated with placebo did not significantly change.Within the 12 weeks,the mean RBC transfusion volume for patients treated with thalidomide and placebo was 5.4±5.0 U and 10.3±6.4 U,respectively(P<0.001).Adverse events of drowsiness,dizziness,fatigue,pyrexia,sore throat,and rash were more common with thalidomide than placebo.In the extension phase,treatment with thalidomide for 24 weeks resulted in a sustainable increase in Hb concentrations which reached 104.9±19.0 g/L,without blood transfusion.Significant increase in Hb concentration and reduction in RBC transfusions were associated with nonβ0/β0 and HBS1L-MYB(rs9399137 C/T,C/C;rs4895441 A/G,G/G)genotypes.These results demonstrated that thalidomide is effective in patients with TDT. 展开更多
关键词 TRANSFUSION PATIENTS THALIDOMIDE
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Assessment on the Efficacy and Safety of Aidi Injection Combined with Vinorelbine and Cisplatin for Treatment of Advanced Nonsmall Cell Lung Cancer 被引量:9
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作者 Hua-Ye Zhao Hai-Yan Zhou +4 位作者 Yan-Ting Warlg Wei Chen Shu-Ya Qi Jun-ling Cao guo-hui li 《Chinese Medical Journal》 SCIE CAS CSCD 2016年第6期723-730,共8页
关键词 非小细胞肺癌 联合治疗 疗效评价 注射液 顺铂 晚期 长春 PUBMED
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Glycemic Variation in Tumor Patients with Total Parenteral Nutrition 被引量:2
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作者 Jin-Cheng Yang Yuan-Yuan Dai +3 位作者 li-Ming Wang Yi-Bin Xie Hai-Yan Zhou guo-hui li 《Chinese Medical Journal》 SCIE CAS CSCD 2015年第15期2034-2039,共6页
关键词 全肠外营养 肿瘤患者 高血糖 临床试验 价值评估 糖尿病 TPN 葡萄糖含量
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Charge transporting materials for perovskite solar cells 被引量:2
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作者 Ting Ji Ying-Kui Wang +5 位作者 lin Feng guo-hui li Wen-Yan Wang Zhan-Feng li Yu-Ying Hao Yan-Xia Cui 《Rare Metals》 SCIE EI CAS CSCD 2021年第10期2690-2711,共22页
Perovskite solar cells(PSCs) have made great progress since 2009 and become the focus of current research. As an important part of PSCs, charge transporting materials play an important role in the performance of the d... Perovskite solar cells(PSCs) have made great progress since 2009 and become the focus of current research. As an important part of PSCs, charge transporting materials play an important role in the performance of the devices. In this review, we introduce the evolution of electron and hole transporting materials in PSCs in recent years and summarize some typical charge transporting materials and their applications in PSCs. For electron transporting materials, metal oxides(TiO_(2), SnO_(2) and ZnO) and organic materials(fullerenes, non-fullerenes and their derivatives)are the most widely used materials in PSCs. For hole transporting materials, small molecule spiro-OMeTAD(2,2’,7,7’-Tetrakis[N,N-di(4-methoxyphenyl)amino]-9,9’-spirobifluorene), polymer PEDOT:PSS(poly(3,4-ethylenedioxythiophene): polystyrene sulfonate), PTAA(poly-[bi(4-phenyl)](2,4,3-trimethylphenyla-mine)), P3 HT(poly(3-hexythiophene)) and inorganic materials(NiOx, CuSCN, CuO) are adopted in PSCs. Finally, different types of charge transporting materials are summarized and their future development is prospected. 展开更多
关键词 PEROVSKITE Solar cells Electron transporting materials Hole transporting materials
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Electrochemical properties of M1Ni_(3.5)Co_(0.6)Mn_(0.4)Al_(0.5)–x wt%Mm_(0.89)Mg_(0.11)Ni_(2.97)Mn_(0.14)Al_(0.20)Co_(0.54)composites
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作者 Hong-Xia Huang guo-hui li +3 位作者 Xin-Ying Wang Yin li Xing Teng Ting Qi 《Rare Metals》 SCIE EI CAS CSCD 2015年第5期338-343,共6页
In order to improve the overall electrochemical properties of AB5-type storage alloys, the new type composite alloys M1Ni3.5Co0.6Mn0.4Al0.5–x wt% Mm0.89-Mg0.11-Ni2.97Mn0.14Al0.20Co0.54(x = 0, 5, 10; M1 means mischmet... In order to improve the overall electrochemical properties of AB5-type storage alloys, the new type composite alloys M1Ni3.5Co0.6Mn0.4Al0.5–x wt% Mm0.89-Mg0.11-Ni2.97Mn0.14Al0.20Co0.54(x = 0, 5, 10; M1 means mischmetal) were prepared by means of ball milling. The composite alloys are shown to be single La Ni5 phase by X-ray diffraction(XRD) patterns. The maximum discharge capacity slightly increases from 315 m Ah g-1for M1Ni3.5Co0.6Mn0.4Al0.5to 324 m Ah g-1(x = 5) and325 m Ah g-1(x = 10). The addition of AB3-type La–Mg–Ni-based alloy has a positive effect on the cycle stability.With the addition of Mm0.89Mg0.11Ni2.97Mn0.14-Al0.20Co0.54 alloy, the exchange current density(I0), the limiting current density(IL), and the diffusion coefficient of hydrogen(D) of the alloy electrodes increase, leading to a corresponding improvement of the high rate dischargeability. 展开更多
关键词 新型复合材料 电化学性能 单晶X-射线衍射 高倍率放电性能 储氢合金 交换电流密度 极限电流密度 LANI5
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