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人工智能在青光眼诊疗中的应用 被引量:3
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作者 刘沛雨 张旭 《国际眼科杂志》 CAS 北大核心 2022年第5期706-710,共5页
青光眼是世界首位不可逆致盲眼病,由于其隐匿性与渐进性,临床上早期诊断及监测青光眼进展是一项十分重要的工作。人工智能(AI)在医学领域发展迅速,AI及其子集机器学习(ML)、深度学习(DL)在青光眼中的研究与应用日臻成熟,促进了人们对青... 青光眼是世界首位不可逆致盲眼病,由于其隐匿性与渐进性,临床上早期诊断及监测青光眼进展是一项十分重要的工作。人工智能(AI)在医学领域发展迅速,AI及其子集机器学习(ML)、深度学习(DL)在青光眼中的研究与应用日臻成熟,促进了人们对青光眼的理解,极大地提高了青光眼筛查与诊断的准确性与效率,大大降低了检查成本。利用AI技术对青光眼患者进行早期筛查与诊断能降低患者视功能损伤的风险,其次可以对青光眼进展进行预测,设计个性化治疗方案,从而达到改善患者预后的目的。本文总结了AI在青光眼筛查、诊断、预后中的最新进展,以及在临床上的困难与挑战,并展望了AI在青光眼中的优势与未来发展趋势。 展开更多
关键词 青光眼 人工智能 筛查 诊断 预测
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Mediated protective effect of electroacupuncture pretreatment by miR-214 on myocardial ischemia/reperfusion injury 被引量:24
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作者 pei-yu liu Yi TIAN Shi-Yuan XU 《Journal of Geriatric Cardiology》 SCIE CAS CSCD 2014年第4期303-310,共8页
Background Electroacupuncture pretreatment plays a protective role in myocardial ischemia/reperfusion (I/R) injury and microRNAs (miRNAs) could act on various facets of cardiac function. However, the role of miRNA... Background Electroacupuncture pretreatment plays a protective role in myocardial ischemia/reperfusion (I/R) injury and microRNAs (miRNAs) could act on various facets of cardiac function. However, the role of miRNAs in the cardioprotection by electroacupuncture pre-treatment on myocardial I/R injury remains unknown. The purpose of the study was to examine whether miR-214 was involved in cardio-protection by electroacupuncture. Methods Using rat myocardial I/R model, we examined the role of electroacupuncture pretreatment in myocardial I/R injury and analyzed the changes in the expression of miR-214. In addition, I/R was simulated in vitro by performing oxy-gen-glucose deprivation (OGD) on H9c2 cell cultures, and the effect of electroacupuncture pretreatment on I/R injury as well as expressional level of miR-214 were examined in vitro. Furthermore, the miR-214 mimic was transfected into OGD-treated H9c2 cells, we analyzed the cell apoptosis, lactate dehydrogenase (LDH) and creatine kinase (CK) activities, intracellular free Ca2+concentration ([Ca2+]i) as well as the relative protein levels of sodium/calcium exchanger 1(NCX1), BCL2-like 11 (BIM), calmodulin-dependent protein kinase IIδ(CaMKIIδ) and Cyclophilin D (CypD). Results The in vivo results revealed that compared with the I/R group, the electroacupuncture pretreatment group showed significant decreased myocardial infarct size, as well as the increased indices of the cardiac function, including heart rate, mean arterial pressure, left ventricular systolic pressure and maximal rate for left ventricular pressure rising and declining (±dp/dt max). In addition, electroacupuncture pretreatment could inhibit the elevation of LDH and CK activities induced by I/R injury. The quantitative PCR (qPCR) results demonstrated electroacupuncture pretreatment could provide cardioprotection against myocardial I/R injury in rats with miR-214 up-regulation. In the meanwhile, in vitro, electroacupuncture pretreatment protected H9c2 cells from OGD-induced injury. Trans-fection of miR-214 mimic showed protective effects on OGD-induced injury to H9c2 cells by reducing apoptosis, decreasing LDH and CK activities, rescuing the OGD-induced Ca2+and down-regulating elevated protein levels of NCX1, BIM, CaMKIIδand CypD. Conclusions Our findings firstly demonstrated that electroacupuncture pretreatment promotes the expression of miR-214 in myocardial I/R injury and miR-214 contributes to the protective effect of electroacupuncture on myocardial I/R injury. 展开更多
关键词 I/R injury miR-214 ELECTROACUPUNCTURE Protective effect
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Rapid screening of Zr-containing particles from Chang’e-5 lunar soil samples for isotope geochronology:Technical roadmap for future study 被引量:5
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作者 Jin-Hua Li Qiu-Li Li +16 位作者 Liang Zhao Jin-Hai Zhang Xu Tang Li-Xin Gu Qian Guo Hong-Xia Ma Qin Zhou Yan liu pei-yu liu Hao Qiu Gang Li Lin Gu Shun Guo Chun-Lai Li Xian-Hua Li Fu-Yuan Wu Yong-Xin Pan 《Geoscience Frontiers》 SCIE CAS CSCD 2022年第3期68-78,共11页
New samples returned by China Chang’e-5(CE-5)mission offer an opportunity for studying the lunar geologic longevity,space weathering,and regolith evolution.The age determination of the CE-5 samples was among the firs... New samples returned by China Chang’e-5(CE-5)mission offer an opportunity for studying the lunar geologic longevity,space weathering,and regolith evolution.The age determination of the CE-5 samples was among the first scientific questions to be answered.However,the precious samples,most in the micrometer size range,challenge many traditional analyses on large single crystals of zircon developed for massive bulk samples.Here,we developed a non-destructive rapid screening of individual zirconium-containing particle for isotope geochronology based on a Micro X-ray fluorescence analysis(μXRF).The selected particles were verified via scanning electron microscopy(SEM),3D X-ray microscopy(XRM),and focused ion beam scanning electron microscopy(FIB-SEM)techniques,which showed that zirconium-bearing minerals with several microns were precisely positioned and readily suitable for site-specific isotopic dating by second ion mass spectrometry(SIMS).Such protocol could be also appli-cable in non-destructively screening other types of particles for different scientific purposes.We there-fore proposed a correlative workflow for comprehensively studying the CE-5 lunar samples from single particles on nanometer to atomic scales.Linking various microscopic and spectromicroscopic instru-ments together,this workflow consists of six steps:(1)single-particle selection with non-destructive μXRF technique,(2)2D/3D morphological and structural characterization with a correlative submicron 3D XRM and nanoscale resolution FIB-SEM imaging methods,(3)SEM analysis of the surface morphology and chemistry of the selected particle,(4)a series of microscopic and microbeam analyses(e.g.,SEM,electron probe microanalysis,and SIMS)on the cross-section of the selected particle to obtain structural,mineralogical,chemical,and isotopic features from the micron to nanometer scale,(5)advanced 2D/3D characterization and site-specific sample preparation of thin foil/tip specimens on a microregion of inter-est in the selected particle with FIB-SEM technique,and(6)comprehensive analyses on the FIB-milled specimens at nanometer to atomic scale with synchrotron-based scanning transmission X-ray micro-scopy,analytic transmission electron microscopy,and atom probe tomography.Following this technical roadmap,one can integrate multiple modalities into a uniform frame of multimodal and multiscale cor-related datasets to acquire high-throughput information on the limited or precious terrestrial and extraterrestrial samples. 展开更多
关键词 Chang’e-5 lunar samples Zr-containing particles mXRF Correlative workflow Technical roadmap Extraterrestrial samples
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A self-management application“painhousekeeper”to control cancer pain:a randomized controlled trial study protocol 被引量:2
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作者 Qian liu Xiao-Man Zhang +2 位作者 pei-yu liu Ya-Ling Wang Yu-Qin Wang 《Frontiers of Nursing》 CAS 2020年第3期257-267,共11页
Objective:Pain is a prevalent and distressing symptom in patients with cancer which has a significant impact on patients’physical health,psychological well-being,and quality of life(QOL).Deficiency of pain care,inade... Objective:Pain is a prevalent and distressing symptom in patients with cancer which has a significant impact on patients’physical health,psychological well-being,and quality of life(QOL).Deficiency of pain care,inadequate pain communication,and reluctance toward pain medication contribute to the difficulties in improving the situation of patients with cancer pain.Fortunately,the integration of self-management and professional healthcare provides new opportunities for patients with cancer pain.Methods:A two-arm randomized controlled trial will be conducted to assess the effectiveness of self-management application compared with routine care among patients with cancer pain.Based on Orem’s self-care theory and Naylor’s transitional care theory,cancer pain self-management application“Pain-housekeeper”was developed with dual client:patient client and medical client.A total of 120 patients with cancer pain are recruited from two university-affiliated tertiary public hospitals in China.They are randomly assigned to the control group and the intervention group.The patients in the control group get routine care while the patients in the intervention group get routine care and Pain-housekeeper App.The intervention is delivered by registered doctors,nurses,and postgraduate nursing students specialized in pain care.Effect measurements for both groups are carried out with questionnaires at baseline(T0),after 4 weeks(T1)and after 12 weeks(T2).The primary outcomes include pain condition,self-efficacy,and QOL.The secondary outcomes include pain medication adherence,satisfaction,anxiety,and depression.Compliance of data submission,economic evaluation,usage,and clinical data are also considered in the test.Data for the evaluation are gathered continuously during the study period.Discussion:This article provides insight into the effectiveness of a theory-based self-management mobile application intervention delivered to patients with uncontrolled cancer pain.The results are used to help patients to improve cancer pain control,self-efficacy,and QOL.Conclusions:The findings of this article provide evidence to support the implementation of an innovative and easily accessible intervention that enhances health outcomes. 展开更多
关键词 cancer pain SELF-MANAGEMENT application pain condition quality of life self-efficacy•randomized controlled trial
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芳纶纳米纤维增强的碳纳米管复合纤维
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作者 孙虹纪 蒋鸿宇 +4 位作者 刘沛雨 杨哲 张琨 陈培宁 彭慧胜 《高分子学报》 SCIE CAS CSCD 北大核心 2024年第7期891-899,共9页
利用浮动催化化学气相沉积法可以将性能优异的碳纳米管(CNT)组装成碳纳米管纤维(CNTF),但如何有效增强碳纳米管纤维内部碳纳米管及其管束之间的相互作用力,以大幅提升其力学和电学性能,是该领域的一个重要难题.本文提出通过溶剂质子化策... 利用浮动催化化学气相沉积法可以将性能优异的碳纳米管(CNT)组装成碳纳米管纤维(CNTF),但如何有效增强碳纳米管纤维内部碳纳米管及其管束之间的相互作用力,以大幅提升其力学和电学性能,是该领域的一个重要难题.本文提出通过溶剂质子化策略,将芳纶纳米纤维引入碳纳米管纤维,制备得到了高性能的碳纳米管复合纤维材料,其拉伸强度达到1.23 GPa,杨氏模量达到26.97 GPa,相较于初始的碳纳米管纤维分别提升了92.1%和133.5%.该复合纤维的比强度和比模量分别为28.67和628.67 cN/dtex,与芳纶纤维等高性能纤维相当.此外,该复合纤维兼具良好的柔性与电学性能,可以直接作为纤维电子器件的电极材料,展现出良好的应用潜力. 展开更多
关键词 碳纳米管纤维 芳纶纳米纤维 氢键 高分子复合纤维
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The effect of control measures on COVID-19 transmission in Italy:Comparison with Guangdong province in China 被引量:4
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作者 pei-yu liu Sha He +1 位作者 Li-Bin Rong San-Yi Tang 《Infectious Diseases of Poverty》 SCIE 2020年第5期116-116,共1页
Background:COVID-19 has spread all around the world.Italy is one of the worst affected countries in Europe.Although there is a trend of relief,the epidemic situation hasn’t stabilized yet.This study aims to investiga... Background:COVID-19 has spread all around the world.Italy is one of the worst affected countries in Europe.Although there is a trend of relief,the epidemic situation hasn’t stabilized yet.This study aims to investigate the dynamics of the disease spread in Italy and provide some suggestions on containing the epidemic.Methods:We compared Italy’s status at the outbreak stage and control measures with Guangdong Province in China by data observation and analysis.A modified autonomous SEIR model was used to study the COVID-19 epidemic and transmission potential during the early stage of the outbreak in Italy.We also utilized a time-dependent dynamic model to study the future disease dynamics in Italy.The impact of various non-pharmaceutical control measures on epidemic was investigated through uncertainty and sensitivity analyses.Results:The comparison of specific measures implemented in the two places and the time when the measures were initiated shows that the initial prevention and control actions in Italy were not sufficiently timely and effective.We estimated parameter values based on available cumulative data and calculated the basic reproduction number to be 4.32 before the national lockdown in Italy.Based on the estimated parameter values,we performed numerical simulations to predict the epidemic trend and evaluate the impact of contact limitation,detection and diagnosis,and individual behavior change due to media coverage on the epidemic.Conclusions:Italy was in a severe epidemic status and the control measures were not sufficiently timely and effective in the beginning.Non-pharmaceutical interventions,including contact restrictions and improvement of case recognition,play an important role in containing the COVID-19 epidemic.The effect of individual behavior changes due to media update of the outbreak cannot be ignored.For policy-makers,early and strict blockade measures,fast detection and improving media publicity are key to containing the epidemic. 展开更多
关键词 COVID-19 Cumulative cases Control measures Model prediction
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Effect of process parameters on steel tube roundness in straightening process
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作者 Li-dong Ma Yu-kang Du +3 位作者 Zhi-juan Meng Li-feng Ma Zi-jian liu pei-yu liu 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2020年第11期1270-1283,共14页
The inclined six-roll tube straightener is an important equipment for the finishing line.It can not only straighten the steel pipe,but also finish the ovality of the cross section.In the actual straightening process,t... The inclined six-roll tube straightener is an important equipment for the finishing line.It can not only straighten the steel pipe,but also finish the ovality of the cross section.In the actual straightening process,the cross section of the tube is prone to deform,that is,the round ness is not good.The flatteni ng displacement is an import a nt parameter to control cross-section forming of tube.According to the established mechanical model,the analytical calculation equations of the flattening force and the flattening displacement were derived using the energy method.Based on the finite element simulation data,the ratios of the finite element results of the什attening force to the analytical ones were fitted.The correlation coefficient after fitting is greater than 99%,and the fitting effect is excelleni.The flattening experiment was carried out on tubes of different materials and different specifications,and the setting method of the optimal flattening displacement during straightening process was obtained.In the actual straightening process,using this flattening displacement,the ovality of straightened steel tube is less than 0.3%.Therefore,the proposed method can provide a reference for the flattening displacement in the actual straightening process. 展开更多
关键词 STRAIGHTENING TUBE Energy method Flattening force Flattening displacement Finite element method
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