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融合EfficientViT和Dyhead注意力机制的口罩佩戴检测模型
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作者 钟露 韩韧 《智能计算机与应用》 2026年第1期157-163,共7页
为了提高复杂环境下的口罩佩戴检测的准确率,一个新的口罩佩戴检测模型YOLOv5-Eff-Dyhead被提出。首先,引入EfficientVit模块改进骨干网络,通过将特征图切片后,对每个切片应用注意力机制进行特征关注,可以解决复杂环境中口罩特征模糊和... 为了提高复杂环境下的口罩佩戴检测的准确率,一个新的口罩佩戴检测模型YOLOv5-Eff-Dyhead被提出。首先,引入EfficientVit模块改进骨干网络,通过将特征图切片后,对每个切片应用注意力机制进行特征关注,可以解决复杂环境中口罩特征模糊和密集人群特征相似的问题。其次,使用Dyhead模块改进检测头。通过对口罩的空间位置、尺度大小和任务特征的关注,检测头能够有效地处理多尺度口罩信息,从而更好地完成定位和分类任务。实验结果表明:在口罩数据集MNWFace上,YOLOv5-Eff-Dyhead的性能较之基准模型YOLOv5有明显提高。与当前最优秀的模型相比,该模型具有最好的精度(mAP@0.5),达到了95.3%。同时该模型具有较低的计算复杂度,使其能够在资源受限的情况下获得良好的性能。 展开更多
关键词 YOLOv5 口罩佩戴检测 EfficientVit Dynamic Head 复杂环境
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基于YOLOv11n的无人机航拍图像小目标检测研究
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作者 刘鹏 彭坤 陈军丽 《火炮发射与控制学报》 北大核心 2026年第1期37-44,55,共9页
为解决无人机高空视角下小目标检测易出现漏检、误检及复杂背景干扰等问题,提出了一种以YOLOv11n为基础的轻量级目标检测模型WDS_YOLO,该模型在主干网络中引入小波变换卷积(Wavelet Transform Convolutions, WTConv),用来增强对小目标... 为解决无人机高空视角下小目标检测易出现漏检、误检及复杂背景干扰等问题,提出了一种以YOLOv11n为基础的轻量级目标检测模型WDS_YOLO,该模型在主干网络中引入小波变换卷积(Wavelet Transform Convolutions, WTConv),用来增强对小目标特征提取能力;模型检测头采用Dynamic Head结构,实现多尺度特征的自适应融合,从而提高对不同尺寸目标的适应性;在颈部网络嵌入空间-通道协同注意力机制(Spatial and Channel Synergistic Attention, SCSA),进一步强化对小目标的感知能力。在VisDrone2019公开数据集的实验中,WDS_YOLO相较于基线模型mAP@50达到0.419,较基线提升3.5%,参数量降至2.30 M,较基线模型减少14.8%,消融实验进一步证明各模块对模型精度和性能提升的有效性。这表明该模型具有良好的检测效果和轻量化性能,为无人机航拍图像小目标检测提供了新的轻量化范式。 展开更多
关键词 YOLOv11n 小目标检测 无人机 WTConv Dynamic Head SCSA
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FD-YOLO:An Attention-Augmented Lightweight Network for Real-Time Industrial Fabric Defect Detection
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作者 Shaobo Kang Mingzhi Yang 《Computers, Materials & Continua》 2026年第2期1087-1109,共23页
Fabric defect detection plays a vital role in ensuring textile quality.However,traditional manual inspection methods are often inefficient and inaccurate.To overcome these limitations,we propose FD-YOLO,an enhanced li... Fabric defect detection plays a vital role in ensuring textile quality.However,traditional manual inspection methods are often inefficient and inaccurate.To overcome these limitations,we propose FD-YOLO,an enhanced lightweight detection model based on the YOLOv11n framework.The proposed model introduces the Bi-level Routing Attention(BRAttention)mechanism to enhance defect feature extraction,enabling more detailed feature representation.It proposes Deep Progressive Cross-Scale Fusion Neck(DPCSFNeck)to better capture smallscale defects and incorporates a Multi-Scale Dilated Residual(MSDR)module to strengthen multi-scale feature representation.Furthermore,a Shared Detail-Enhanced Lightweight Head(SDELHead)is employed to reduce the risk of gradient explosion during training.Experimental results demonstrate that FD-YOLO achieves superior detection accuracy and Lightweight performance compared to the baseline YOLOv11n. 展开更多
关键词 Deep learning YOLO fabric defect inspection multi-scale attention lightweight head
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Changes of bone remodeling,cartilage damage and apoptosis-related pathways in broilers with femoral head necrosis
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作者 Yaling Yu Hongfan Ge +3 位作者 Hang Gao Yanyan Zhang Kangping Liu Zhenlei Zhou 《Journal of Integrative Agriculture》 2026年第2期788-802,共15页
Femoral head necrosis(FHN) is a common leg disorder in the poultry industry often leads to significant cartilage damage.The mechanism behind abnormal apoptosis in FHN broilers,leading to cartilage damage,remains uncle... Femoral head necrosis(FHN) is a common leg disorder in the poultry industry often leads to significant cartilage damage.The mechanism behind abnormal apoptosis in FHN broilers,leading to cartilage damage,remains unclear;although endoplasmic reticulum stress(ERS) has been found to play a role in glucocorticoid-induced FHN broilers.In this study,we collected samples from broilers with femoral head separation(FHS) and femoral head separation accompanied with growth plate lacerations(FHSL) in a broiler farm.The aim was to investigate the potential association between the severity of FHN,bone remodeling and cartilage damage.Additionally,primary chondrocytes were treated with methylprednisolone(MP) to construct an in vitro FHN model,followed by inhibition or activation of ERS or hypoxia inducible factor-1α(HIF-1α) to further investigate the mechanism of apoptosis in cartilage.The results suggested that cartilage appeared to be the appropriate tissue to investigate the potential mechanisms of FHN,as the degree of cartilage damage was found to be closely related to the severity of the disease.Bone quality was only affected in FHSL broilers,although factors related to bone metabolism were significantly altered among FHN-affected broilers.In addition,cartilage in FHN-affected broilers exhibited high levels of apoptosis and upregulated expression of ERS-related and HIF-1α,which was consistent with both in vivo and in vitro findings after MP treatment.The results were further supported by treatment with HIF-1α or ERS inhibition or activation.In conclusion,bone remodeling and cartilage homeostasis were affected in FHN broilers,but only cartilage damage was significantly exacerbated with FHN development.Moreover,activation of ERS or HIF-1α resulted in apoptosis in cartilage,thus exhibiting a significant correlation with FHN severity. 展开更多
关键词 femoral head necrosis bone remodeling cartilage homeostasis apoptosis-related pathways
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英语身体器官名词Head动词化的认知机制研究:基于物性结构与概念整合理论
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作者 孙新雨 《现代语言学》 2026年第1期133-139,共7页
名词向动词的转类是英语中常见的一种构词法,其中身体器官名词的动词化因其高度的语义扩展性备受关注。以Head为代表的器官名词,其动词义涵盖“结球”“发源”“朝向前进”“率领”“领先”“装上前端部件”等多种语义,呈现出显著的多... 名词向动词的转类是英语中常见的一种构词法,其中身体器官名词的动词化因其高度的语义扩展性备受关注。以Head为代表的器官名词,其动词义涵盖“结球”“发源”“朝向前进”“率领”“领先”“装上前端部件”等多种语义,呈现出显著的多义性和抽象性。基于物性结构理论与概念整合理论,本文从认知语义学角度系统探讨了Head动词化的语义构建机制。研究发现,Head的动词义均可追溯至其物性结构中的关键特征,尤其是“前端性”“功能核心性”等属性;这些属性作为输入空间中的静态结构,在不同事件框架中被选择性激活并投射,从而在整合空间中生成输入空间均不具备的涌现意义。文章表明,身体器官名词的动词化并是涉及多空间信息整合的动态构建过程,充分体现了语言意义生成的建构性与认知性。 展开更多
关键词 身体器官名词 名词动词化(转类) 物性结构 概念整合 HEAD
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MEMS gyroscope technology in defence systems:An application-oriented perspective with new analytical results
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作者 Behzad Ahi 《Defence Technology(防务技术)》 2026年第1期389-406,共18页
Microelectromechanical systems(MEMS)technology has gained significant attention over the past decade for measuring inertial angular velocity.However,due to inherent complexity,MEMS gyroscopes typically feature up to t... Microelectromechanical systems(MEMS)technology has gained significant attention over the past decade for measuring inertial angular velocity.However,due to inherent complexity,MEMS gyroscopes typically feature up to ten times more parameters than traditional sensors,making selection a challenging task even for experts.This study addresses this challenge,focusing on defensive guidance,navigation,and control(GNC)systems where precise and reliable angular velocity measurement is critical to overall performance.A comprehensive mathematical model is introduced to encapsulate all key MEMS parameters,accompanied by discussions on calibration and Allan variance interpretation.For six leading MEMS gyroscope applications,namely inertial navigation,integrated navigation,autopilot systems,rotating projectiles,homing guidance,and north finding,the most critical parameters are identified,distinguishing suitable and unsuitable sensor choices.Special emphasis is placed on inertial navigation systems,where practical rules of thumb for error evaluation are derived using six degrees of freedom motion equations.Rigorous simulations demonstrate the influence of various sensor parameters through real-world case studies,including static navigation,multi-rotor attitude estimation,gimbal stabilization,and north finding via a turntable.This work aims to be a beacon for practitioners across diverse fields,empowering them to make more informed design decisions. 展开更多
关键词 Micro-electromechanical system Inertial measurement unit Calibration Sensor fusion GUIDANCE Precision navigation Active disturbance rejection control Attitude and heading reference system
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教以塑人 育以成才——浙江大学医学院第二临床医学院以3H胜任力为导向的“5+3”一体化临床医学人才培养体系创新与实践
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《中国高等医学教育》 2026年第1期F0004-F0004,共1页
浙江大学医学院第二临床医学院立足百年育人传统与当代医学教育变革前沿,创新性构建以Heart(仁心)、Head(知识)、Hand(技能)为核心的3H医生胜任力模型。以胜任力为导向,系统重塑“5+3”一体化临床医学人才培养路径。本实践以“医教深度... 浙江大学医学院第二临床医学院立足百年育人传统与当代医学教育变革前沿,创新性构建以Heart(仁心)、Head(知识)、Hand(技能)为核心的3H医生胜任力模型。以胜任力为导向,系统重塑“5+3”一体化临床医学人才培养路径。本实践以“医教深度融合”为核心机制。 展开更多
关键词 HEAD HEART 3H医生胜任力模型
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Calculation of groundwater head distribution with a close barrier during excavation dewatering in confined aquifer 被引量:9
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作者 Hai-Min Lyu Shui-Long Shen +1 位作者 Yong-Xia Wu An-Nan Zhou 《Geoscience Frontiers》 SCIE CAS CSCD 2021年第2期791-803,共13页
When pumping is conducted in confined aquifer inside excavation pit(waterproof curtain),the direction of the groundwater seepage outside the excavation changes from horizontal to vertical owing to the existence of the... When pumping is conducted in confined aquifer inside excavation pit(waterproof curtain),the direction of the groundwater seepage outside the excavation changes from horizontal to vertical owing to the existence of the curtain barrier.There is no analytical calculation method for the groundwater head distribution induced by dewatering inside excavation.This paper first analyses the mechanism of the blocking effects from a close barrier in confined aquifer.Then,a simple equation based on analytical solution is proposed to calculate groundwater heads inside and outside of the excavation pit with waterproof curtain(hereafter refer to close barrier)in a confined aquifer.The distribution of groundwater head is derived according to two conditions:(i)pumping with a constant water head,and(ii)pumping with a constant flow rate.The proposed calculation equation is verified by both numerical simulation and experimental results.The comparisons demonstrate that the proposed model can be applied in engineering practice of excavation. 展开更多
关键词 Confined aquifer Waterproof curtain DEWATERING Groundwater head
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Treatment of rhubarb extracts on severe cerebral injury complications
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作者 顾建文 章翔 +3 位作者 费舟 文爱东 覃仕英 张永琴 《Journal of Medical Colleges of PLA(China)》 CAS 1998年第4期306-308,共3页
To investigate the therapeutic effects of the Chinese medicinal herb, rhubarb, on severe brain injury. Methods: Rhubarb extracts in ethyl alcohol and water were applied to the treatment of 20patients with severe cereb... To investigate the therapeutic effects of the Chinese medicinal herb, rhubarb, on severe brain injury. Methods: Rhubarb extracts in ethyl alcohol and water were applied to the treatment of 20patients with severe cerebral injury complicated with hyperthermia, renal failure, hemorrhage in the upper digestive tract and increased intracranial pressure. Vital signs, variations of Glasgow coma scale (GCS) and intracranial pressure (ICP) of the patients were observed. The degree of hemorrhage in the digestive tract and the change in creatinine value were also observed. Results: Comparison with 20 patients of control group showed that treatment group registered a more remarkable recovery. 3 days after administration of the rhubarb extract, body temperature dropped by 1.1C .ICP dropped by 0. 4 kpa on average, incidence of hemorrhage in the digestive tract dropped by 30%.,the hemorrhage volume of digestive tract dropped by 700±250 ml, the time for occult blood to turn to negative was dropped by 10%. Conclusion: The Chinese medical herb, rhubarb, has a multiple targeted therapeutic effect on severe brain injury. 展开更多
关键词 TRADITIONAL Chinese MEDICINE RHUbarB head injury/therapy
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Headedness in Yorǘhbá: An Examination of the Deviant Value of Determiner Phrase
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作者 Issa O. Sanusi 《Sino-US English Teaching》 2014年第1期59-65,共7页
The issue of "headedness" is a product of Chomsky's (1988) notion of UG (Universal Grammar) that led to the development of a framework known as P&P (Principles and Parameters) theory. It is this theory we ha... The issue of "headedness" is a product of Chomsky's (1988) notion of UG (Universal Grammar) that led to the development of a framework known as P&P (Principles and Parameters) theory. It is this theory we have adopted for our analysis in this paper. The purpose of this paper is to examine the inconsistency in the value of Head Parameter with reference to the value of DP (determiner phrase) in Yorfib^i. As a native speaker of Yorfib~, the author has adopted an introspective method of data collection and used the intuitive knowledge of other native speakers of the language for necessary clarifications. Despite the fact that English and Yorfib~ are both head-initial, the structure of the NPs (noun phrases) in English shows that the head noun is always pre-modified, making the NP "head-final"--a violation of the value of Head Parameter in the language. This necessitated the need for Abney's (1987) DP hypothesis; in which the determiner heads its own phrase, thereby making a NP in English head-initial. This solves the problem of Head Parameter in English. However, since nouns in Yor/lb^i are post-modified, adopting "DP-analysis" will automatically produce head-final--a violation of the value of Head Parameter in the language. Given the inconsistency in the specification of head-complement order among the noun phrases in English and Yorfib~, this paper proposes to set a parameter for SVO (Subject-Verb-Object) languages with pre-modification (like English) to adopt "DP-analysis", and those with post-modification (like Yorfib^t) to adopt "NP-analysis". This will ensure "head-initial" value for the two categories of SVO languages 展开更多
关键词 headedness pre-modification post-modification DP-analysis NP-analysis English Yoruba
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Promoting People-to-People Bond among Countries along the Routes of the Belt and Road——Sidelights of CAFIU Delegation's Visit to Sri Lanka,Brunei and ROK Headed by Vice-President Zhang Baowen
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作者 Wang Xiaoyi 《International Understanding》 2015年第4期14-17,共4页
At the invitation of Sri Lanka-China Friendship Association(SLCFA),Brunei-China Friendship Association(BCFA)and National Strategy Institute of the ROK(NSI),Mr.Zhang Baowen,Vice-Chairman of NPC Standing Committee,Chair... At the invitation of Sri Lanka-China Friendship Association(SLCFA),Brunei-China Friendship Association(BCFA)and National Strategy Institute of the ROK(NSI),Mr.Zhang Baowen,Vice-Chairman of NPC Standing Committee,Chairman of the Central Committee of China Democratic League and 展开更多
关键词 LEAGUE Chairman INVITATION cooperation Standing exchanges exhibition DELEGATION headed Southeast
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Study on Management Practices and Constraints of Black Head Somali Sheep Reared in Awbarre District of Fafen Zone, Somali Region, Ethiopia
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作者 Abdi Abdilahi Mohammed Beyan +1 位作者 Sandip Banerjee Kawnin Abdimahad 《Open Journal of Animal Sciences》 CAS 2022年第3期493-505,共13页
The study was conducted to assess management practices and constraints of Black head Somali sheep in Awbarre district of Fafen zone, Somali regional state, Ethiopia. A total of 120 households were purposively selected... The study was conducted to assess management practices and constraints of Black head Somali sheep in Awbarre district of Fafen zone, Somali regional state, Ethiopia. A total of 120 households were purposively selected for this study using purposive sampling technique. The data were collected through the questionnaire, key informants interview, focus group discussions & field observations. The primary purpose of keeping sheep was for income generation followed by saving, meat production, milk, social and cultural functions. The main feeds for sheep during wet season were communal & private natural pastures. In dry season, communal natural pasture, crop residues & private natural pasture were used. The major source of water during wet season was dam/pond, whereas in the dry season spring & pipe water were used. The majority of the respondents (85.8%) used houses enclosed with thorn woody trees and houses enclosed with stone/brick fence were also reported. Majority of the respondents used controlled mating system and sheep are bred to lamb when forage is plentiful because they are less drought tolerant than goats and to avoid unwanted lambing in dry season. Majority (90%) of respondents own their breeding ram and those who have no breeding males used their neighbors’ rams and borrow from others. The breeding rams were born in the flock implying that animals within the flock are very closely related which leads to inbreeding. The most important health problems affecting sheep were circling disease, sheep pox, tick lameness (tick paralysis), Peste des Petits Ruminants (PPR), bloating, and Foot & mouth disease (FMD). The major constraints hindering sheep production in the study area were shortage of veterinary service, feed shortage, scarcity of water, predators, diseases, and marketing. Therefore, to improve and increase the productivity of sheep production in the study area, better management practices and establishing of veterinary service centers are necessary. 展开更多
关键词 Black Head Somali Sheep Management Practice CONSTRAINTS Pastoral & Agro-Pastoral
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Secretary-General Ni Jian Headed a Delegation to Visit ROK, Japan and Sri Lanka
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作者 Wang Lin Ma Jingjing 《International Understanding》 2013年第2期16-17,14-15,共4页
At the invitation of National Strategy Institute of ROK (NSI), Japan&China Technological Youth Interchange Society and Sri Lanka-China Friendship Association (SLCFA), CAFIU’s Secretary-General Ni Jian headed a fi... At the invitation of National Strategy Institute of ROK (NSI), Japan&China Technological Youth Interchange Society and Sri Lanka-China Friendship Association (SLCFA), CAFIU’s Secretary-General Ni Jian headed a five-member delegation to visit the three countries from March 24 to April 2. 展开更多
关键词 Secretary-General Ni Jian headed a Delegation to Visit ROK Japan and Sri Lanka NI
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The Neo-Babylonian Ebabbar Temple at Sippar:its Administration and its Prosopography
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作者 WuYuhong 《Journal of Ancient Civilizations》 1999年第0期157-161,共5页
关键词 PA HEAD The Neo-Babylonian Ebabbar Temple at Sippar
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Enhancing Understanding and Promoting Cooperation──a report on the visit to Algeria and Iran headed by NPC Vice-Chairman Jiang Zhenghua
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《International Understanding》 2001年第2期14-16,共3页
关键词 Enhancing Understanding and Promoting Cooperation a report on the visit to Algeria and Iran headed by NPC Vice-Chairman Jiang Zhenghua NPC
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President Zhou Tienong Headed a Delegation to Visit Hungary and Denmark
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作者 Ma Jingjing 《International Understanding》 2013年第3期37-39,共3页
At the invitation of the"World Bridge"Foundation of Hungary and the Danish-Chinese Business Forum,Mr.Zhou Tienong,ViceChairman of the Standing Committee of the 11th National People’s Congress and CAFIU’s P... At the invitation of the"World Bridge"Foundation of Hungary and the Danish-Chinese Business Forum,Mr.Zhou Tienong,ViceChairman of the Standing Committee of the 11th National People’s Congress and CAFIU’s President headed a CAFIU delegation to visit Hungary and Denmark from June 4 to 13,2013. 展开更多
关键词 World President Zhou Tienong headed a Delegation to Visit Hungary and Denmark
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Strengthen Understanding and Promote Cooperation——Highlights of Visit to Yugoslavia by Delegation Headed by Vice-President Yu Wen by Cao Rongfei
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《International Understanding》 1998年第Z1期4-5,共2页
InlateJune1998,a6memberCAFIUdelegationheadedbyVicePresidentYuWenpaidagoodwilvisittotheFederalRepublicofYugos... InlateJune1998,a6memberCAFIUdelegationheadedbyVicePresidentYuWenpaidagoodwilvisittotheFederalRepublicofYugoslavia.Thehost... 展开更多
关键词 YUGOSLAVIA DELEGATION headed to VISIT CAO
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Tan Zhiqiang Headed an Investigation Delegation to Fujian Province
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作者 Ren Yan 《China Textile》 2009年第5期14-15,共2页
On the invitation of the Straits Textile & Clothing Fair (STCF) committee of Shishi City,Fujian
关键词 OFFICE Tan Zhiqiang headed an Investigation Delegation to Fujian Province CPC
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Actively Promoting Regional Space Cooperation——Vice Administrator, Loan Enjie headed a delegation to attend the Second Asia-Pacific Conference on Multilateral Cooperation in Space Technology and Applications
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作者 Zhang Lihui 《Aerospace China》 1995年第1期14-15,共2页
A Chinese delegation of 24 persons headed by Mr. Luan Enjie, Vice Administrator of China National Space Administration (CNSA) attended the Second Asia-Pacific Conference on Multilateral Cooperation in Space Technology... A Chinese delegation of 24 persons headed by Mr. Luan Enjie, Vice Administrator of China National Space Administration (CNSA) attended the Second Asia-Pacific Conference on Multilateral Cooperation in Space Technology and Applications held at Islamabad, the Capital of Pakistan from April 22 to 26, 1995. Following the First AsiaPacific Workshop held in Beijing in December, 1992, and the First Asia-Pacific Conference on Multilateral Cooperation in 展开更多
关键词 Asia Loan Enjie headed a delegation to attend the Second Asia-Pacific Conference on Multilateral Cooperation in Space Technology and Applications Vice Administrator Actively Promoting Regional Space Cooperation
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The Changes of Baroreflex Sensitivity During Head-up Tilt Test and Its Clinical Significance in the Patients with Vasovagal Syncope
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作者 胡兆霆 吕艳青 杨钧国 《South China Journal of Cardiology》 CAS 2001年第2期65-68,共4页
Objective To study thechanges of baroreflex sensitivity (BRS) during head - up tilt test (HUT) in patients with vasovagal syncope (VS), and to examine the relationship between baroreflex sensitivity and neurohormonal ... Objective To study thechanges of baroreflex sensitivity (BRS) during head - up tilt test (HUT) in patients with vasovagal syncope (VS), and to examine the relationship between baroreflex sensitivity and neurohormonal factors. Furthermore, to investigate the effects of the changes of BRS on VS. Methods Forty - two patients with unexplained syncope (Among the 42 patients, there were 22 patients with positive HUT and 20 patients with negative HUT respectively) and 20 healthy volunteers (with negative HUT) underwent passive head - up tilt testing, Ante-cubital vein blood samples were taken before and after HUT, or at syncope. The fasting plasma endothelin , serum nitric oxide (NO), serum NE were measured, the BRS was assessed on the basis of the linear regression slope the RR interval versus systolic arterial blood pressure during the increment in blood pressure after intravenous administration of phenylephrine. Results (1) During the syncope, the BRS significantly reduced in HUT(+) group than baseline. At the end of tilt, the level of plasma ET, serum NO in patients with positive HUT significantly increased compared with baseline or normal controls, and the plasma concentration of NE also had the trend of increase. (2) By multiple regression analysis, a significant negative correlation was found between baroreceptor sensitivity and the plasma ET, NO at the end of HUT in patients with positive HUT, but there was no relationship between BRS and NE. Conclusions During the syncope occure, the BRS in patients with VS decreased significantly compared with normal controls. The abnormal plasma ET, NO concen-tration might contribute to the mechanism of VS. 展开更多
关键词 Vasovagal syncope Head - up tilt test Endothelin Nitric oxide baroreflex Sensitivity
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