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用于机械手的小脑模型关节控制器神经网络连接权矩阵的计算

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机械科学与技术 2001年第1期20卷 29-30,32页

作者：邢进生李忠万百五西安交通大学西安710049

CMAC神经网络已被广泛用于机械手的控制 ,但这种网络的连接权矩阵通常由学习得到 ,有时因学习时间长而影响控制的适时性。本文提出一种连接权矩阵的计算方法 ,不用学习可直接计算求得连接权矩阵 ,其均方根误差近似为零 ,从而实现了用于... 详细信息

CMAC神经网络已被广泛用于机械手的控制 ,但这种网络的连接权矩阵通常由学习得到 ,有时因学习时间长而影响控制的适时性。本文提出一种连接权矩阵的计算方法 ,不用学习可直接计算求得连接权矩阵 ,其均方根误差近似为零 ,从而实现了用于机械手控制的机械手 CMAC神经网络的记忆。保证了机械手控制的适时性。

关键词： CMAC神经网络连接权矩阵记忆机械手计算

Development and validation of a model integrating clinical and coronary lesion-based functional assessment for longterm risk prediction in PCI patients

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Journal of Geriatric Cardiology 2024年第1期21卷 44-63页

作者： Shao-Yu WU Rui ZHANG sheng YUAN Zhong-xing CAI Chang-Dong GUAN Tong-Qiang ZOU Li-Hua XIE Ke-Fei DOU State Key Laboratory of Cardiovascular Disease BeijingChina Cardiometabolic Medicine Center Fu Wai HospitalNational Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina Catheterization Laboratories Fu Wai HospitalNational Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina Department of Cardiology Fu Wai HospitalNational Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina

OBJECTIVES To establish a scoring system combining the ACEF score and the quantitative blood flow ratio(QFR) to improve the long-term risk prediction of patients undergoing percutaneous coronary intervention(PCI).METHODS In this population-based cohort study, a total of 46 features, including patient clinical and coronary lesion characteristics, were assessed for analysis through machine learning models. The ACEF-QFR scoring system was developed using 1263consecutive cases of CAD patients after PCI in PANDA Ⅲ trial database. The newly developed score was then validated on the other remaining 542 patients in the *** In both the Random Forest Model and the Deep Surv Model, age, renal function(creatinine), cardiac function(LVEF)and post-PCI coronary physiological index(QFR) were identified and confirmed to be significant predictive factors for 2-year adverse cardiac events. The ACEF-QFR score was constructed based on the developmental dataset and computed as age(years)/EF(%) + 1(if creatinine ≥ 2.0 mg/d L) + 1(if post-PCI QFR ≤ 0.92). The performance of the ACEF-QFR scoring system was preliminarily evaluated in the developmental dataset, and then further explored in the validation dataset. The ACEF-QFR score showed superior discrimination(C-statistic = 0.651;95% CI: 0.611-0.691, P < 0.05 versus post-PCI physiological index and other commonly used risk scores) and excellent calibration(Hosmer–Lemeshow χ^(2)= 7.070;P = 0.529) for predicting 2-year patient-oriented composite endpoint(POCE). The good prognostic value of the ACEF-QFR score was further validated by multivariable Cox regression and Kaplan–Meier analysis(adjusted HR = 1.89;95% CI: 1.18–3.04;log-rank P < 0.01) after stratified the patients into high-risk group and low-risk *** An improved scoring system combining clinical and coronary lesion-based functional variables(ACEF-QFR)was developed, and its ability for prognostic prediction in patients with PCI was further validated to be signi

关键词： patients coronary prediction

探讨血清Lp-PLA2、Hcy、UA水平联合预测急性脑梗死近期预后不良的价值分析

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中国卫生检验杂志 2023年第20期33卷 2506-2510页

作者：邢金生商丘市中医院河南476000

目的探讨血清脂蛋白相关磷脂酶A2(Lp-PLA2)、同型半胱氨酸(Hcy)、尿酸(UA)水平联合预测急性脑梗死(ACI)近期预后不良的价值。方法选取2020年5月—2022年8月在本院收治的158例ACI患者为研究组,另选取同期158例健康体检者为对照组,受试对... 详细信息

目的探讨血清脂蛋白相关磷脂酶A2(Lp-PLA2)、同型半胱氨酸(Hcy)、尿酸(UA)水平联合预测急性脑梗死(ACI)近期预后不良的价值。方法选取2020年5月—2022年8月在本院收治的158例ACI患者为研究组,另选取同期158例健康体检者为对照组,受试对象均检测血清Lp-PLA2、Hcy、UA水平。另根据随访90 d时的改良Rankin量表(mRS)评分标准,将ACI患者分为预后良好者(mRS评分≤2分)和预后不良者(mRS评分>2分)。对比研究组与对照组、预后不良者与预后良好者血清Lp-PLA2、Hcy、UA水平,采用logistic多元回归分析ACI患者近期预后不良的影响因素;绘制受试者工作特征(ROC)曲线,分析血清Lp-PLA2、Hcy、UA水平联合对ACI近期预后不良的预测价值。结果研究组血清Lp-PLA2、Hcy、UA水平均高于对照组(P0.05)。结论ACI患者血清Lp-PLA2、Hcy、UA水平均异常升高,且各血清指标均与ACI近期预后不良关系密切,均对ACI患者近期预后不良具有一定的预测价值,但联合预测价值更高。

关键词：血清脂蛋白相关磷脂酶A2 同型半胱氨酸血清尿酸急性脑梗死预后不良

Syntheses and properties of associative acrylamide copolymers containing short hydrophobic chains used in a friction reducer for slick-water fracturing

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Petroleum Science 2024年第3期21卷 1889-1901页

作者： Ya-xing Dai Xian-Li Zhang Si-Yuan Liu Feng-Run-Ze Zhang Yi-Xi Zhang Yu-Tong Sang jing-Xi Zheng Zhao-sheng Liu Peng Zhang College of Chemistry and Chemical Engineering Chongqing University of Science and TechnologyChongqing401331China College of Ecology and Environment Chongqing Resources and Environmental Protection of UniversityChongqing401331China China China Property Project Department of Dezhou Mining Property Service CenterShengli Oilfield Company of SinopecDezhou253000ShandongChina

Two allyldimethylalkyl quaternary ammonium salt(AQAS)monomers,N,N-dimethylallylphenylpropylammonium bromide(AQAS1)and N,N-dimethylallylnonylammonium bromide(AQAS2),were synthesized and used to prepare modified polyacrylamide *** new drag reducers were synthesized from acrylamide(AM),sodium acrylate(Na AA)and a cationic modified monomer(AQAS1 or AQAS2)via aqueous solution polymerization,and the copolymers were named P(AM/Na AA/AQAS1)and P(AM/Na AA/AQAS2),*** structures of the drag reduction agents were confirmed by IR and1H NMR *** molecular weight(Mw)of P(AM/Na AA/AQAS1)was 1.79×10^(6)g/*** the copolymer concentration was 1000 mg/L and the flow rate was 45 L/min,in fresh water the highest drag reduction rate was 75.8%,in 10,000 mg/L Na Cl solution the drag reduction rate decreased to 72.9%.The molecular weight of P(AM/Na AA/AQAS2)was 3.17×10^(6)g/*** the copolymer concentration was500 mg/L and the flow rate was 45 L/min,the drag reduction rate reached 75.2%,and in 10,000 mg/L Na Cl solution the drag reduction rate was 73.3%,decreased by approximately 1.9%.The drag reduction rate for partially hydrolyzed polyacrylamide(HPAM)was also investigated,and the results showed that the drag reduction rates for 500 and 1000 mg/L HPAM solutions were merely 43.2%and 49.0%in brine,*** with HPAM,both of the above copolymers presented better drag reduction capacities.

关键词： Shale gas Slick water Drag reducer Modified monomer Copolymerization

Leech Poecilobdella manillensis protein extract ameliorated hyperuricemia by restoring gut microbiota dysregulation and affecting serum metabolites

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World Journal of Gastroenterology 2024年第29期30卷 3488-3510页

作者： Xia Liu xing-Qiu Liang Tian-Cai Lu Zhe Feng Min Zhang Nan-Qing Liao Feng-Lian Zhang Bo Wang Li-sheng Wang Medical College Guangxi UniversityNanning 530004Guangxi Zhuang Autonomous RegionChina Department of Traditional Chinese Medicine HIV/AIDS Clinical Treatment Center of Guangxi(Nanning)The Fourth People’s Hospital of NanningNanning 530023Guangxi Zhuang Autonomous RegionChina Department of Science and Technology Ruikang Hospital Affiliated to Guangxi University of Chinese MedicineNanning 530011Guangxi Zhuang Autonomous RegionChina General Manager’s Office Guangxi Fuxinyi Biological Technology Co.Ltd.Pingnan 537300Guangxi Zhuang Autonomous RegionChina Department of Joint and Sports Medicine Ruikang Hospital Affiliated to Guangxi University of Chinese MedicineNanning 530011Guangxi Zhuang Autonomous RegionChina Department of Gerontology Nanning Social Welfare HospitalNanning 530004Guangxi Zhuang Autonomous RegionChina

BACKGROUND Hyperuricemia(HUA)is a public health concern that needs to be solved *** lyophilized powder of Poecilobdella manillensis has been shown to significantly alleviate HUA;however,its underlying metabolic regulation remains *** To explore the underlying mechanisms of Poecilobdella manillensis in HUA based on modulation of the gut microbiota and host *** A mouse model of rapid HUA was established using a high-purine diet and potassium oxonate *** mice received oral drugs or ***,16S rRNA sequencing and ultra-high performance liquid chromatography with quadrupole time-of-flight mass spectrometry-based untargeted metabolomics were performed to identify changes in the microbiome and host metabolome,*** levels of uric acid transporters and epithelial tight junction proteins in the renal and intestinal tissues were analyzed using an enzyme-linked immunosorbent *** The protein extract of Poecilobdella manillensis lyophilized powder(49 mg/kg)showed an enhanced anti-trioxypurine ability than that of allopurinol(5 mg/kg)(P<0.05).A total of nine bacterial genera were identified to be closely related to the anti-trioxypurine activity of Poecilobdella manillensis powder,which included the genera of Prevotella,Delftia,Dialister,Akkermansia,Lactococcus,Escherichia_Shigella,Enterococcus,and ***,22 metabolites in the serum were found to be closely related to the anti-trioxypurine activity of Poecilobdella manillensis powder,which correlated to the Kyoto Encyclopedia of Genes and Genomes pathways of cysteine and methionine metabolism,sphingolipid metabolism,galactose metabolism,and phenylalanine,tyrosine,and tryptophan *** analysis found that changes in the gut microbiota were significantly related to these *** The proteins in Poecilobdella manillensis powder were effective for ***,they are associated with improvements in g

关键词： Gut microbiota Metabolism Multi-omics Poecilobdella manillensis Sphingolipid metabolism pathway Galactose metabolism pathway Hyperuricemia

Regulated reaction pathway of CO_(2)photoreduction into CH_(4)by metal atom pair sites

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Rare Metals 2024年第9期43卷 4620-4627页

作者： Dong-Po He Guang-Bing Huang Jun Hu Yang Wu Xiao-Dong Li Qing-Xia Chen Shan Zhu Wen-sheng Yan Jun-Fa Zhu Yang Pan xing-Chen Jiao Key Laboratory of Synthetic and Biological Colloids Ministry of EducationSchool of Chemical and Material EngineeringJiangnan UniversityWuxi 214122China Hefei National Research Center for Physical Sciences at Microscale National Synchrotron Radiation LaboratoryUniversity of Science and Technology of ChinaHefei 230026China Max Planck Institute of Microstructure Physics Weinberg 206120 HalleGermany State Grid Anhui Electric Power Research Institute Hefei 230601China

The carbon dioxide(CO_(2))reduction process involves complex protonation,making the resulting product often *** achieve the desired product,it is crucial to manipulate the reaction ***,we build the metal atom pair sites for selective CO_(2)photoreduction into *** a prototype,Ni atom pair sites loaded on the Mo S_(2)nanosheets were synthesized and verified by highresolution transmission electron microscopy(HRTEM),X-ray photoelectron spectroscopy(XPS)and X-rayabsorption near edge structure spectra(XANES).In-situ Fourier transform infrared spectroscopy(FTIR)monitors the*CHO group,a crucial intermediate in CH_(4)production,during CO_(2)photoreduction on the Ni-Mo S_(2)nanosheets,whereas this monitoring is not observed for the Mo S_(2)***,theoretical calculations disclose that over the Ni-Mo S_(2)nanosheet slab,the formation energy of*CHO intermediates is determined to be lower(0.585 e V)than the desorption energy of*CO intermediates for CO production(0.64 e V),implying the higher selectivity of CH_(4)production.

关键词： steps dioxide desired

Pien Tze Huang Inhibits Migration and Invasion of Hepatocellular Carcinoma Cells by Repressing PDGFRB/YAP/CCN2 Axis Activity

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Chinese Journal of Integrative Medicine 2024年第2期30卷 115-124页

作者： LUO Zhi-yi TIAN Qi CHENG Niang-mei LIU Wen-han YANG Ye CHEN Wei ZHANG Xiang-zhi ZHENG Xiao-yuan CHEN Ming-sheng ZHUANG Qiu-yu ZHAO Bi-xing LIU Cong-sheng LIU Xiao-long LI Qin WANG Ying-chao The United Innovation of Mengchao Hepatobiliary Technology Key Laboratory of Fujian Province Mengchao Hepatobiliary Hospital of Fujian Medical UniversityFuzhou(350025)China Fujian Pien Tze Huang Enterprise Key Laboratory of Natural Medicine Research and Development Zhangzhou Pien Tze Huang Pharmaceutical Co.Ltd.ZhangzhouFujian Province(363099)China College of Biological Science and Engineering and Mengchao Med-X Center Fuzhou UniversityFuzhou(350116)China Department of Internal Medicine Mengchao Hepatobiliary Hospital of Fujian Medical UniversityFuzhou(350025)China

Objective:To investigate the effects of Pien Tze Huang(PZH) on the migration and invasion of HCC cells and underlying molecular ***:Cell counting kit-8(CCK-8) was applied to evaluate the cell viabilities of SMMC-7721,SK-Hep-1,C3A and HL-7702(6 × 10^(3)cells/well) co-incubated with different concentrations of PZH(0,0.2,0.4,0.6,0.8 mg/mL) for 24 ***,wound healing assay,CCK-8and Annexin V-FITC/PI staining were conducted to investigate the effects of PZH on the migration,invasion,proliferation and apoptosis of SK-Hep-1 and SMMC-7721 cells(650 μg/mL for SK-Hep-1 cells and 330 μg/mL for SMMC-7721 cells),*** vivo,lung metastasis mouse model constructed by tail vein injection of HCC cells was used for evaluating the anti-metastasis function of ***-Hep-1 cells(10^(6)cells/200 μL per mice) were injected into B-NDG mice via tail *** 8 mice were randomly divided into PZH and control groups,4 mice in each *** 2-d inoculation,mice in the PZH group were administered with PZH(250 mg/kg,daily) and mice in the control group received only vehicle(PBS) from the 2nd day after xenograft to day *** analysis based on RNA-seq was subsequently used for deciphering anti-tumor mechanism of *** real-time polymerase chain reaction(qRT-PCR) and Western blot were applied to verify RNA-seq *** reporter assay was performed to examine the transcriptional activity of yes-associated protein(YAP).Results:PZH treatment significantly inhibited the migration,invasion,proliferation and promoted the apoptosis of HCC cells in vitro and in vivo(P<0.01).Transcriptome analysis indicated that Hippo signaling pathway was associated with anti-metastasis function of *** study showed PZH significantly inhibited the expressions of platelet derived growth factor receptor beta(PDGFRB),YAP,connective tissue growth factor(CCN2),N-cadherin,vimentin and matrix metallopeptidase 2(MMP2,P<0.01).Meanwhile,the phosphorylatio

关键词： PienTzeHuang hepatocellular carcinoma RNA-seq Hippo yes-associated protein

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几种有机盐溶液活度及抑制性实验研究

西南石油大学学报（自然科学版） 2009年第3期31卷 134-137页

作者：李方蒲小林罗兴树李春霞邢金生西南石油大学石油工程学院四川成都610500 中国石油大港油田公司油气藏评价事业部天津大港300280

井壁失稳一般都发生在泥页岩、盐岩、弱胶结或未胶结的砂岩及其他破碎性岩石的地层,最常见且影响严重的是泥页岩地层,导致泥页岩地层失稳的最重要的原因是泥页岩的水化。针对泥页岩在水溶液中的水化程度取决于水溶液的活度,分析了活度... 详细信息

井壁失稳一般都发生在泥页岩、盐岩、弱胶结或未胶结的砂岩及其他破碎性岩石的地层,最常见且影响严重的是泥页岩地层,导致泥页岩地层失稳的最重要的原因是泥页岩的水化。针对泥页岩在水溶液中的水化程度取决于水溶液的活度,分析了活度与泥页岩水化膨胀的相互关系,认为对防止泥页岩井壁失稳非常重要。通过吸附等温线的方法测定了Weigh2、Weigh3、YJS-1、YJS-2、KCOOH、NaCOOH、NaCl、KCl、CaCl2的活度,测定了上述产品的抑制膨胀性和抑制分散性,对比分析了盐溶液活度和抑制性的关系。结果表明,根据盐溶液的活度和抑制性,可以通过调节钻井液中不同的盐及其浓度,控制泥页岩水化,达到井壁稳定的目的。

关键词：有机盐活度膨胀性回收率抑制性

Effectiveness and safety of early lens extraction during par plana vitrectomy for proliferative diabetes retinopathy with mild cataract:a randomized clinical trial

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International Journal of Ophthalmology(English edition) 2024年第3期17卷 528-536页

作者： Wei-Bo Feng Lei Zheng Ying-Qi Li Yong-Hao Li Guo-Ming Zhang Xian Wang Bing-Qian Liu Ling jin Yi-Nuo Huang Yang-Fan Yang Zi-Dong Chen Da-Hui Ma Qing-Shan Chen Chao-Jun Qin Bing-Min Feng Zhu-Min Yang xing Huang Cheng-Jie Yang sheng-Hui Liu Ming-xing Wu State Key Laboratory of Ophthalmology Guangdong Provincial Key Laboratory of Ophthalmology and Visual ScienceGuangdong Provincial Clinical Research Center for Ocular DiseasesZhongshan Ophthalmic CenterSun Yat-sen UniversityGuangzhou 510275Guangdong ProvinceChina Shenzhen Eye Hospital Affiliated to jinan University Shenzhen 518040Guangdong ProvinceChina The Affiliated Hospital of Guizhou Medical University Guiyang 550004Guizhou ProvinceChina Guangzhou Aier Eye Hospital Guangzhou 510000Guangdong ProvinceChina

●AIM:To evaluate the effectiveness and safety of early lens extraction during pars plana vitrectomy(PPV)for proliferative diabetic retinopathy(PDR)compared to those of PPV with subsequent cataract surgery.●METHODS:This multicenter randomized controlled trial was conducted in three Chinese hospitals on patients with PDR,aged>45y,with mild *** participants were randomly assigned to the combined(PPV combined with simultaneously cataract surgery,i.e.,phacovitrectomy)or subsequent(PPV with subsequent cataract surgery 6mo later)group and followed up for *** primary outcome was the change in best-corrected visual acuity(BCVA)from baseline to 6mo,and the secondary outcomes included complication rates and medical expenses.●RESULTS:In total,129 patients with PDR were recruited and equally randomized(66 and 63 in the combined and subsequent groups respectively).The change in BCVA in the combined group[mean,36.90 letters;95%confidence interval(CI),30.35–43.45]was significantly better(adjusted difference,16.43;95%CI,8.77–24.08;P<0.001)than in the subsequent group(mean,22.40 letters;95%CI,15.55–29.24)6mo after the PPV,with no significant difference between the two groups at *** overall surgical risk of two sequential surgeries was significantly higher than that of the combined surgery for neovascular glaucoma(17.65%vs 3.77%,P=0.005).No significant differences were found in the photocoagulation spots,surgical time,and economic expenses between two *** the subsequent group,the duration of work incapacity(22.54±9.11d)was significantly longer(P<0.001)than that of the combined group(12.44±6.48d).●CONCLUSION:PDR patients aged over 45y with mild cataract can also benefit from early lens extraction during PPV with gratifying effectiveness,safety and convenience,compared to sequential surgeries.

关键词： lens extraction pars plana vitrectomy proliferative diabetic retinopathy cataract simultaneously operations