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Expert consensus on imaging diagnosis and analysis of early correction of childhood malocclusion 被引量:2
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作者 Zitong Lin Chenchen Zhou +23 位作者 Ziyang Hu Zuyan Zhang Yong Cheng Bing Fang Hong He Hu Wang Gang Li Jun Guo Weihua Guo Xiaobing Li Guangning Zheng Zhimin Li Donglin Zeng Yan Liu Yuehua Liu Min Hu Lunguo Xia Jihong Zhao Yaling Song Huang Li Jun Ji Jinlin Song Lili Chen Tiemei Wang 《International Journal of Oral Science》 2025年第4期466-476,共11页
Early correction of childhood malocclusion is timely managing morphological,structural,and functional abnormalities at different dentomaxillofacial developmental stages.The selection of appropriate imaging examination... Early correction of childhood malocclusion is timely managing morphological,structural,and functional abnormalities at different dentomaxillofacial developmental stages.The selection of appropriate imaging examination and comprehensive radiological diagnosis and analysis play an important role in early correction of childhood malocclusion.This expert consensus is a collaborative effort by multidisciplinary experts in dentistry across the nation based on the current clinical evidence,aiming to provide general guidance on appropriate imaging examination selection,comprehensive and accurate imaging assessment for early orthodontic treatment patients. 展开更多
关键词 dentomaxillofacial developmental stagesthe childhood malocclusionthis early correction expert consensus radiological diagnosis analysis imaging diagnosis childhood malocclusion selection appropriate imaging examination
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General expert consensus on the application of network pharmacology in the research and development of new traditional Chinese medicine drugs 被引量:1
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作者 Shao Li Wei Xiao 《Chinese Journal of Natural Medicines》 2025年第2期129-142,共14页
The research and development of new traditional Chinese medicine(TCM)drugs have progressively established a novel system founded on the integration of TCM theory,human experience,and clinical trials(termed the“Three ... The research and development of new traditional Chinese medicine(TCM)drugs have progressively established a novel system founded on the integration of TCM theory,human experience,and clinical trials(termed the“Three Combinations”).However,considering TCM's distinctive features of“syndrome differentiation and treatment”and“multicomponent formulations and complex mechanisms”,current TCM drug development faces challenges such as insufficient understanding of the material basis and the overall mechanism of action and an incomplete evidence chain system.Moreover,significant obstacles persist in gathering human experience data,evaluating clinical efficacy,and controlling the quality of active ingredients,which impede the innovation process in TCM drug development.Network pharmacology,centered on the“network targets”theory,transcends the limitations of the conventional“single target”reductionist research model.It emphasizes the comprehensive effects of disease or syndrome biological networks as targets to elucidate the overall regulatory mechanism of TCM prescriptions.This approach aligns with the holistic perspective of TCM,offering a novel method consistent with TCM's holistic view for investigating the complex mechanisms of TCM and developing new TCM drugs.It is internationally recognized as a“next-generation drug research model”.To advance the research of new tools,methods,and standards for TCM evaluation and to overcome fundamental,critical,and cutting-edge technical challenges in TCM regulation,this consensus aims to explore the characteristics,progress,challenges,applicable pathways,and specific applications of network pharmacology as a new theory,method,and tool in TCM drug development.The goal is to enhance the quality of TCM drug research and development and accelerate the efficiency of developing new TCM products. 展开更多
关键词 Network pharmacology Research and development of new traditional Chinese medicine drugs Expert consensus
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Solid Waste Management:A MADM Approach Using Fuzzy Parameterized Possibility Single-Valued Neutrosophic Hypersoft Expert Settings
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作者 Tmader Alballa Muhammad Ihsan +2 位作者 Atiqe Ur Rahman Noorah Ayed Alsorayea Hamiden Abd El-Wahed Khalifa 《Computer Modeling in Engineering & Sciences》 SCIE EI 2025年第1期531-553,共23页
The dramatic rise in the number of people living in cities has made many environmental and social problems worse.The search for a productive method for disposing of solid waste is the most notable of these problems.Ma... The dramatic rise in the number of people living in cities has made many environmental and social problems worse.The search for a productive method for disposing of solid waste is the most notable of these problems.Many scholars have referred to it as a fuzzy multi-attribute or multi-criteria decision-making problem using various fuzzy set-like approaches because of the inclusion of criteria and anticipated ambiguity.The goal of the current study is to use an innovative methodology to address the expected uncertainties in the problem of solid waste site selection.The characteristics(or sub-attributes)that decision-makers select and the degree of approximation they accept for various options can both be indicators of these uncertainties.To tackle these problems,a novel mathematical structure known as the fuzzy parameterized possibility single valued neutrosophic hypersoft expert set(ρˆ-set),which is initially described,is integrated with a modified version of Sanchez’s method.Following this,an intelligent algorithm is suggested.The steps of the suggested algorithm are explained with an example that explains itself.The compatibility of solid waste management sites and systems is discussed,and rankings are established along with detailed justifications for their viability.This study’s strengths lie in its application of fuzzy parameterization and possibility grading to effectively handle the uncertainties embodied in the parameters’nature and alternative approximations,respectively.It uses specific mathematical formulations to compute the fuzzy parameterized degrees and possibility grades that are missing from the prior literature.It is simpler for the decisionmakers to look at each option separately because the decision is uncertain.Comparing the computed results,it is discovered that they are consistent and dependable because of their preferred properties. 展开更多
关键词 Hypersoft expert set Sanchez’s method decision making optimization solid waste management possibility grade fuzzy parameterization
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An Expert Judgment-based Prediction Tool for Developmental and R eproductive Toxicity(DART)
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作者 LI Kangning ZHENG Yuting +7 位作者 Jane ROSE WU Shengde LI Bin Vatsal MEHTA Ashley MUDD George DASTON YU Yang WANG Ying 《生态毒理学报》 北大核心 2025年第2期77-91,共15页
Developmental and reproductive toxicity(DART)endpoint entails a toxicological assessment of all developmental stages and reproductive cycles of an organism.In silico tools to predict DART will provide a method to asse... Developmental and reproductive toxicity(DART)endpoint entails a toxicological assessment of all developmental stages and reproductive cycles of an organism.In silico tools to predict DART will provide a method to assess this complex toxicity endpoint and will be valuable for screening emerging pollutants as well as for m anaging new chemicals in China.Currently,there are few published DART prediction models in China,but many related research and development projects are in progress.In 2013,WU et al.published an expert rule-based DART decision tree(DT).This DT relies on known chemical structures linked to DART to forecast DART potential of a given chemical.Within this procedure,an accurate DART data interpretation is the foundation of building and expanding the DT.This paper excerpted case studies demonstrating DART data curation and interpretation of four chemicals(including 8-hydroxyquinoline,3,5,6-trichloro-2-pyridinol,thiacloprid,and imidacloprid)to expand the existing DART DT.Chemicals were first selected from the database of Solid Waste and Chemicals Management Center,Ministry of Ecology and Environment(MEESCC)in China.The structures of these 4 chemicals were analyzed and preliminarily grouped by chemists based on core structural features,functional groups,receptor binding property,metabolism,and possible mode of actions.Then,the DART conclusion was derived by collecting chemical information,searching,integrating,and interpreting DART data by the toxicologists.Finally,these chemicals were classified into either an existing category or a new category via integrating their chemical features,DART conclusions,and biological properties.The results showed that 8-hydroxyquinoline impacted estrous cyclicity,s exual organ weights,and embryonal development,and 3,5,6-trichloro-2-pyridinol caused central nervous system(CNS)malformations,which were added to an existing subcategory 8e(aromatic compounds with multi-halogen and nitro groups)of the DT.Thiacloprid caused dystocia and fetal skeletal malformation,and imidacloprid disrupted the endocrine system and male fertility.They both contain 2-chloro-5-methylpyridine substituted imidazolidine c yclic ring,which were expected to create a new category of neonicotinoids.The current work delineates a t ransparent process of curating toxicological data for the purpose of DART data interpretation.In the presence of sufficient related structures and DART data,the DT can be expanded by iteratively adding chemicals within the a pplicable domain of each category or subcategory.This DT can potentially serve as a tool for screening emerging pollutants and assessing new chemicals in China. 展开更多
关键词 developmental and reproductive toxicity decision tree prediction tool expert judgment new chemical management
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基于响应面的热泵红外分段干燥消防水带研究
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作者 雷欣雨 刘龙 +1 位作者 时豪 刘豪 《消防科学与技术》 北大核心 2025年第4期532-540,共9页
在热泵干燥领域,空气源热泵技术经常用于干燥各类物料。应用空气源热泵干燥消防水带的技术逐渐成熟,但仍存在干燥效率低、干燥时间长、难以干燥透彻等问题。为解决热泵干燥后期循环空气湿度大的问题,提高消防水带干燥效率、单位能耗除湿... 在热泵干燥领域,空气源热泵技术经常用于干燥各类物料。应用空气源热泵干燥消防水带的技术逐渐成熟,但仍存在干燥效率低、干燥时间长、难以干燥透彻等问题。为解决热泵干燥后期循环空气湿度大的问题,提高消防水带干燥效率、单位能耗除湿量(SMER)和单位时间除湿量(MER),设计并研发了一种热泵-红外联合干燥装置,同时利用Design expert软件验证并确定适合消防水带干燥的最佳工况。试验结果表明,红外辐射温度为36℃、热泵红外转换时间为1.6 h、风机送风速度为2.2 m/s为最佳试验工况,此时系统总耗电量为6.57 kWh、SMER为1.32 kg/kWh、MER为2.91 kg/h。与传统热泵干燥水带技术相比,总耗电量基本不变,SMER提高58.3%,MER提高61.6%,综合干燥效果明显提升。 展开更多
关键词 红外干燥 联合干燥 Design expert 消防水带 响应面法
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Determination of forest communities on the basis of small plots(microplots)within the geomorphologically diverse landscape of the Kras plateau(Italy,Slovenia)
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作者 Aljaz Jakob Mateja Breg Valjavec Andraz Carni 《Forest Ecosystems》 2025年第2期265-274,共10页
The article deals with forest communities that develop on small surfaces on steep gradients of the geomorphologically diverse landscape of the Kras plateau.They appear in small depressions called dolines,where a steep... The article deals with forest communities that develop on small surfaces on steep gradients of the geomorphologically diverse landscape of the Kras plateau.They appear in small depressions called dolines,where a steep gradient of ecological conditions appears over a small spatial scale.We tried to detect the turnover of forest communities on this small scale and steep gradient with small plots(microplots)of 4 m^(2)arranged in a continuous transect.We sampled only the ground layer and estimated the cover of each vascular plant species.The main problem was that we could not sample vegetation plots in standard sizes,which would allow a standard classification procedure.We built an expert system based on all of the relevant standard vegetation plots from the region and applied this system on a microplot matrix.We classified one third of microplots in this way,but the remainder were classified by semi-supervised k-means clustering.We thus established 8 communities that appear in dolines and compared their characteristics and ecological conditions by Ellenberg indicator values.Our results show that oak-hornbeam forests can be found in the bottom of dolines.Towards the bottom of deeper dolines,mesophilous ravine forests dominated by sycamore on rocky places,and sessile oak forests on deeper soils appear.On lower slopes,thermophilous ravine forests dominated by limes appear on rocky places.Upper slopes are dominated by Turkey oak,hophornbeam-pubescent oak forests and shrub formations.Turkey oak forests can be found on rather deeper soils than hophornbeam-pubescent oak forests.At the top,hophornbeam-pubescent oak forests can be found that build the zonal vegetation of the region.On rock walls vegetation of rock crevices can be found.The high biodiversity of the region supports the idea that diverse karstic features might have the potential for formation of refugia in future foreseen climate change,related to the potential of karstic relief to create diverse climatic conditions. 展开更多
关键词 DOLINE Expert system Forest Karst k-means REFUGIUM TRANSECT Vegetation
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The Youth Fitness International Test(YFIT)battery for monitoring and surveillance among children and adolescents:A modified Delphi consensus project with 169 experts from 50 countries and territories
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作者 Francisco B.Ortega Kai Zhang +23 位作者 Cristina Cadenas-Sanchez Mark S.Tremblay Gregor Jurak Grant R,Tomkinson Jonatan R.Ruiz Katja Keller Christine Delisle Nystrom Jennifer MSacheck Russell Pate Kathryn LWeston Tetsuhiro Kidokoro Eric TPoon Lucy-Joy M.Wachira Ronald Ssenyonga Thayse Natacha Q.F.Gomes Carlos Cristi-Montero Brooklyn J.Fraser Claudia Niessner Vincent O.Onywera Yang Liu Li-Lin Liang Stephanie A.Prince Justin J.Lang the Delphi Fitness Expert Group 《Journal of Sport and Health Science》 2025年第4期48-63,共16页
Background:Physicalfitness in childhood and adolescence is associated with a variety of health outcomes and is a powerful marker of current and future health.However,inconsistencies in tests and protocols limit interna... Background:Physicalfitness in childhood and adolescence is associated with a variety of health outcomes and is a powerful marker of current and future health.However,inconsistencies in tests and protocols limit international monitoring and surveillance.The objective of the study was to seek international consensus on a proposed,evidence-informed,Youth Fitness International Test(YFIT)battery and protocols for health monitoring and surveillance in children and adolescents aged 618 years.Methods:We conducted an international modified Delphi study to evaluate the level of agreement with a proposed,evidence-based,YFIT of core health-relatedfitness tests and protocols to be used worldwide in 6-to 18-year-olds.This proposal was based on previous European and North American projects that systematically reviewed the existing evidence to identify the most valid,reliable,health-related,safe,and feasiblefitness tests to be used in children and adolescents aged 618 years.We designed a single-panel modified Delphi study and invited 216 experts from all around the world to answer this Delphi survey,of whom one-third are from low-to-middle income countries and one-third are women.Four experts were involved in the piloting of the survey and did not participate in the main Delphi study to avoid bias.We pre-defined an agreement of 80%among the expert participants to achieve consensus.Results:We obtained a high response rate(78%)with a total of 169fitness experts from 50 countries and territories,including 63 women and 61 experts from low-or middle-income countries/territories.Consensus(>85%agreement)was achieved for all proposed tests and protocols,supporting the YFIT battery,which includes weight and height(to compute body mass index as a proxy of body size/composition),the 20-m shuttle run(cardiorespiratoryfitness),handgrip strength,and standing long jump(muscularfitness).Conclusion:This study contributes to standardizingfitness tests and protocols used for research,monitoring,and surveillance across the world,which will allow for future data pooling and the development of international and regional sex-and age-specific reference values,health-related cut-points,and a global picture offitness among children and adolescents. 展开更多
关键词 FITNESS Experts DELPHI Protocols Youth Fitness International Test
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Expert System Based on Ontology and Interpretable Machine Learning to Assist in the Discovery of Railway Accident Scenarios
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作者 Habib Hadj-Mabrouk 《Computers, Materials & Continua》 2025年第9期4399-4430,共32页
A literature review on AI applications in the field of railway safety shows that the implemented approaches mainly concern the operational,maintenance,and feedback phases following railway incidents or accidents.These... A literature review on AI applications in the field of railway safety shows that the implemented approaches mainly concern the operational,maintenance,and feedback phases following railway incidents or accidents.These approaches exploit railway safety data once the transport system has received authorization for commissioning.However,railway standards and regulations require the development of a safety management system(SMS)from the specification and design phases of the railway system.This article proposes a new AI approach for analyzing and assessing safety from the specification and design phases of the railway system with a view to improving the development of the SMS.Unlike some learning methods,the proposed approach,which is dedicated in particular to safety assessment bodies,is based on semi-supervised learning carried out in close collaboration with safety experts who contributed to the development of a database of potential accident scenarios(learning example database)relating to the risk of rail collision.The proposed decision support is based on the use of an expert system whose knowledge base is automatically generated by inductive learning in the form of an association rule(rule base)and whose main objective is to suggest to the safety expert possible hazards not considered during the development of the SMS to complete the initial hazard register. 展开更多
关键词 Artificial intelligence ONTOLOGY semi-supervised learning expert system association rules railways safety HAZARD accident scenarios classification assessment
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ISO/TC 8/SC 27 holds the first plenary meeting in Shanghai
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《China Standardization》 2025年第6期13-13,共1页
The first plenary meeting of ISO/TC 8/SC 27,Ports and terminals,was held on October 21 in Shanghai,which attracted representatives from 15 member states and 5 international organizations,as well as over 100 experts an... The first plenary meeting of ISO/TC 8/SC 27,Ports and terminals,was held on October 21 in Shanghai,which attracted representatives from 15 member states and 5 international organizations,as well as over 100 experts and scholars. 展开更多
关键词 International Organizations SCHOLARS Plenary Meeting ISO TC SC SHANGHAI Experts Member States Representatives
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Management of non-obstructive azoospermia: advances, challenges, and expert recommendations
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作者 Amarnath Rambhatla Parviz K Kavoussi +1 位作者 Rupin Shah Ashok Agarwal 《Asian Journal of Andrology》 2025年第3期277-278,I0003,I0004,共4页
This special issue of the Asian Journal of Andrology is fully dedicated to the thematic area of non-obstructive azoospermia(NOA),one of the most complex and challenging conditions in the realm of andrology,urology,and... This special issue of the Asian Journal of Andrology is fully dedicated to the thematic area of non-obstructive azoospermia(NOA),one of the most complex and challenging conditions in the realm of andrology,urology,and reproductive medicine. 展开更多
关键词 non obstructive azoospermia ADVANCES MANAGEMENT expert recommendations CHALLENGES Asian Journal Andrology
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Pooling Scientific and Technological Expertise in Oil and Gas to Build an Academic Platform forEnergy:2025 New Year's Message from Petroleum Exploration and Development
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作者 Editorial Office of Petroleum Explorationand Development 《Petroleum Exploration and Development》 2025年第1期F0002-F0002,共1页
At the turn of the new spring,as we bid farewell to 2024 and welcome the Spring Festival of 2025,our entire editorial team of Petroleum Exploration and Development extends heartfelt gratitude and sincere New Year'... At the turn of the new spring,as we bid farewell to 2024 and welcome the Spring Festival of 2025,our entire editorial team of Petroleum Exploration and Development extends heartfelt gratitude and sincere New Year's greetings to our editorial board,experts,authors,readers,and friends from all fields! 展开更多
关键词 EXPERT EXPLORATION SPRING
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50 Years of EU-China Ties:Spain Hails China as a Key EU Partner
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作者 AUGUSTO SOTO 《China Today》 2025年第7期20-21,共2页
Reaffirming its commitment to strengthening ties with China,Spain underscores its role as a bridge between Europe and China in a shifting global landscape.JUST days before Spanish Prime Minister Pedro Sánchez emb... Reaffirming its commitment to strengthening ties with China,Spain underscores its role as a bridge between Europe and China in a shifting global landscape.JUST days before Spanish Prime Minister Pedro Sánchez embarked on his third official visit to Beijing in April in less than three years,the Spanish government hosted a high-level meeting at the Moncloa Palace in Madrid with five prominent Spanish China experts specializing in bilateral relations and continental ties with Beijing.I was honored to join this select group for a three-hour exchange of views with Prime Minister Sánchez and his team-a conversation marked by candor and strategic vision. 展开更多
关键词 bilateral relations EU China ties China spanish china experts global landscape strategic vision Spain
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Monograph Recommendation:Petroleum Geology of China(Second Edition)
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作者 Editorial Office of Petroleum Exploration and Development 《Petroleum Exploration and Development》 2025年第4期F0002-F0002,共1页
The monumental second edition Petroleum Geology of China has been published by the Petroleum Industry Press.This definitive work was compiled under the leadership of Academician Zhai Guangming,a preeminent authority i... The monumental second edition Petroleum Geology of China has been published by the Petroleum Industry Press.This definitive work was compiled under the leadership of Academician Zhai Guangming,a preeminent authority in petroleum exploration.As the culmination of eight years of dedicated effort by over a thousand experts and scholars,this monumental publication comprises 25 volumes(bound in 32 books). 展开更多
关键词 monumental publication petroleum exploration second edition experts scholars China volumes petroleum geology academician Zhai Guangming
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A review based on expert opinions for robot-assisted simple prostatectomy for large benign prostatic hyperplasia
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作者 Bin Xu Linhui Wang +8 位作者 Qingyi Zhu Xing Ai Wei Guan Guoqing Ding Dongliang Xu Liaoyuan Li Gutian Zhang Liping Xie Chinese Benign Prostatic Hyperplasia Consortium 《Asian Journal of Urology》 2025年第3期290-294,共5页
Objective:Robot-assisted simple prostatectomy(RASP)is increasingly used as a surgical treatment option for large benign prostatic hyperplasia(BPH)(>80 mL).However,there is no sufficient expert consensus or guidelin... Objective:Robot-assisted simple prostatectomy(RASP)is increasingly used as a surgical treatment option for large benign prostatic hyperplasia(BPH)(>80 mL).However,there is no sufficient expert consensus or guidelines to guide clinical practice.We aimed to obtain expert opinions for RASP for large BPH.Methods:A systematic review of the literature was performed in April 2024 using the PubMed,Embase,and Web of Science databases.Search terms were combined to construct the following search strings:(robotic)AND(simple OR benign)AND(prostatectomy).Search results were filtered by language(English only),species(human),and publication type(original article).This study used a two-phase modified Delphi approach.Results:In this expert consensus,some frequently used RASP techniques,including robot-assisted retropubic prostatectomy,robot-assisted transvesical prostatectomy,and robot-assisted urethra-sparing prostatectomy,are described.RASP offers a short learning curve for surgeons with experience in robotic surgery.Severe complications are rare in patients who undergo RASP.Conclusion:RASP technique can be recommended as a safe and effective minimally invasive treatment for symptomatic BPH patients with large prostate glands. 展开更多
关键词 Benign prostatic hyperplasia Prostatectomy Robot-assisted surgery Expert opinion
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CNIS experts win ISO Excellence Award
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《China Standardization》 2025年第4期13-13,共1页
The ISO Central Secretariat and the ISO/TC 314,Ageing societies,awarded Hou Fei,Cao Lili,and Wang Qi from CNIS for their contributions to ISO 25556:2025,Ageing societies-General requirements and guidelines for ageing-... The ISO Central Secretariat and the ISO/TC 314,Ageing societies,awarded Hou Fei,Cao Lili,and Wang Qi from CNIS for their contributions to ISO 25556:2025,Ageing societies-General requirements and guidelines for ageing-inclusive digital economy. 展开更多
关键词 ISO TC Wang Qi ISO Central Secretariat Cao Lili Ageing Societies Hou Fei CNIS Experts
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Chinese expert elected IFAN Vice-President
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《China Standardization》 2025年第6期12-12,共1页
The International Federation of Standards Users(IFAN)held the 52nd IFAN Members’Assembly and associated meetings on October 20-22 in Milan,Italy,which was hosted by the Italian standards body UNI.Xia Weijia(Vivian),M... The International Federation of Standards Users(IFAN)held the 52nd IFAN Members’Assembly and associated meetings on October 20-22 in Milan,Italy,which was hosted by the Italian standards body UNI.Xia Weijia(Vivian),Member of the IFAN Board and Director of International Standards Department of China Association for Standardization(CAS),was elected Vice-President of IFAN with a term of office from 2026 to 2028.It is the first time for a Chinese expert to take the position,which marks a further step of China’s participation in international standardization. 展开更多
关键词 MILAN international standards department vice president IFAN international federation standards users Italy standardization Chinese expert
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国际视野
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作者 本刊(编译) 《物流技术与应用》 2025年第2期166-167,共2页
Ambi Robotics推出PRIME-1,革新仓储机器人AI应用近期,Ambi Robotics宣布推出PRIME-1--可投入现实商业仓储运营的机器人基础模型。PRIME-1全称为“Production-Ready Industrial Manipulation Expert”,提供统一的Transformer主干架构,... Ambi Robotics推出PRIME-1,革新仓储机器人AI应用近期,Ambi Robotics宣布推出PRIME-1--可投入现实商业仓储运营的机器人基础模型。PRIME-1全称为“Production-Ready Industrial Manipulation Expert”,提供统一的Transformer主干架构,可针对3D感知、包裹拾取和质量控制等多种机器人操作进行微调。该模型显著提升性能、加速产品开发,增强了Ambi Robotics机器人产品的可靠性与可维护性。 展开更多
关键词 仓储机器人 EXPERT 国际视野 可维护性 产品开发 提升性能
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Large language models in clinical psychiatry:Applications and optimization strategies
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作者 Yi-Fan Wang Ming-Da Li +4 位作者 Su-Hong Wang Yin Fang Jie Sun Lin Lu Wei Yan 《World Journal of Psychiatry》 2025年第11期90-100,共11页
Psychiatric disorders constitute a complex health issue,primarily manifesting as significant disturbances in cognition,emotional regulation,and behavior.However,due to limited resources within health care systems,only... Psychiatric disorders constitute a complex health issue,primarily manifesting as significant disturbances in cognition,emotional regulation,and behavior.However,due to limited resources within health care systems,only a minority of patients can access effective treatment and care services,highlighting an urgent need for improvement.large language models(LLMs),with their natural language understanding and generation capabilities,are gradually penetrating the entire process of psychiatric diagnosis and treatment,including outpatient reception,diagnosis and therapy,clinical nursing,medication safety,and prognosis follow-up.They hold promise for improving the current severe shortage of health system resources and promoting equal access to mental health care.This article reviews the application scenarios and research progress of LLMs.It explores optimization methods for LLMs in psychiatry.Based on the research findings,we propose a clinical LLM for mental health using the Mixture of Experts framework to improve the accuracy of psychiatric diagnosis and therapeutic interventions. 展开更多
关键词 Large language models Clinical psychiatry Mixture of experts Mental health Research progress
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Multi-source information fusion based fault diagnosis for complex electromechanical equipment considering replacement parts
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作者 Xinzhi YAO Zhichao FENG +3 位作者 Xiangyu KONG Zhijie ZHOU Hui LIU Guanyu HU 《Chinese Journal of Aeronautics》 2025年第6期99-111,共13页
The research on fault diagnosis based on multi-source information fusion technology aims to comprehensively integrate the diagnostic information of complex mechanical and electrical equipment,providing a scientific an... The research on fault diagnosis based on multi-source information fusion technology aims to comprehensively integrate the diagnostic information of complex mechanical and electrical equipment,providing a scientific and precise decision-making basis for decision-makers.However,in diagnostic practice,issues such as the impact of component replacement,rule combination explosion,and information redundancy have become research difficulties.To address these challenges,this paper innovatively combines equipment mechanisms with expert knowledge to build an optimized model that considers the impact of component replacement based on the traditional Belief Rule Base(BRB-h).Meanwhile,under the framework of traditional independent component analysis,this paper proposes an Independent Component Analysis(ICA)method that considers Expert knowledge(ICA-E).Furthermore,to quantify the impact of component replacement on equipment performance,this paper delves into the transparency and traceability of replacement impact factors and conducts a sensitivity analysis.Through empirical case studies,the advancement and practicability of this new method in the field of fault diagnosis are verified. 展开更多
关键词 Fault diagnosis Multi-sourceinformation fusion Belief rule base Independent components analysis Expert system
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Peach Code Unlocked The story of the Jinshan flat peach exemplifies China’s efforts to support agricultural heritage protection
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作者 Wang Huiqiong 《China Report ASEAN》 2025年第10期38-40,共3页
In a peach orchard in Lyuxiang Town,Jinshan District,Shanghai,youth delegates from 13 countries,officials from the Food and Agriculture Organization of the United Nations(FAO),and agricultural heritage experts were im... In a peach orchard in Lyuxiang Town,Jinshan District,Shanghai,youth delegates from 13 countries,officials from the Food and Agriculture Organization of the United Nations(FAO),and agricultural heritage experts were impressed by sweet and juicy Jinshan flat peaches.Jinshan has a history of flat peach cultivation that spans hundreds of years dating back to the Yuan Dynasty(1271-1368). 展开更多
关键词 flat peaches flat peach agricultural heritage Shanghai youth delegates China Jinshan District agricultural heritage experts
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