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Standardizing Healthcare Datasets in China:Challenges and Strategies
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作者 Zheng-Yong Hu Xiao-Lei Xiu +2 位作者 Jing-Yu Zhang Wan-Fei Hu Si-Zhu Wu 《Chinese Medical Sciences Journal》 2025年第4期253-267,I0001,共16页
Standardized datasets are foundational to healthcare informatization by enhancing data quality and unleashing the value of data elements.Using bibliometrics and content analysis,this study examines China's healthc... Standardized datasets are foundational to healthcare informatization by enhancing data quality and unleashing the value of data elements.Using bibliometrics and content analysis,this study examines China's healthcare dataset standards from 2011 to 2025.It analyzes their evolution across types,applications,institutions,and themes,highlighting key achievements including substantial growth in quantity,optimized typology,expansion into innovative application scenarios such as health decision support,and broadened institutional involvement.The study also identifies critical challenges,including imbalanced development,insufficient quality control,and a lack of essential metadata—such as authoritative data element mappings and privacy annotations—which hampers the delivery of intelligent services.To address these challenges,the study proposes a multi-faceted strategy focused on optimizing the standard system's architecture,enhancing quality and implementation,and advancing both data governance—through authoritative tracing and privacy protection—and intelligent service provision.These strategies aim to promote the application of dataset standards,thereby fostering and securing the development of new productive forces in healthcare. 展开更多
关键词 healthcare dataset standards data standardization data management
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Standardizing the International Bidding System for Chinese Machinery and Electric Products
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《China's Foreign Trade》 1999年第7期42-43,共2页
Inthemid-1980s,ChinaintroducedtheinternationalhiddinqgvstAnimportingitsmachineryandelectricalproducts.TOday,ithasatotalof39institutionsresponsiblefortheirtenderingbusiness.Callingfortenderscanbeenmistedtoanysuchinstit... Inthemid-1980s,ChinaintroducedtheinternationalhiddinqgvstAnimportingitsmachineryandelectricalproducts.TOday,ithasatotalof39institutionsresponsiblefortheirtenderingbusiness.Callingfortenderscanbeenmistedtoanysuchinstitutionbyanenterprise.Thesourcesoff... 展开更多
关键词 US standardizing the International Bidding System for Chinese Machinery and Electric Products
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China Announces its First Trial Project on Standardizing the Recycling Economy
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《China Standardization》 2007年第5期33-,共1页
  According to an announcement made by the Standardization Administration of the PRC (SAC)on March 21, 2007, the organization has given approval to Blue Sky Ecological Agriculture Development Co., Ltd., for a trial ...   According to an announcement made by the Standardization Administration of the PRC (SAC)on March 21, 2007, the organization has given approval to Blue Sky Ecological Agriculture Development Co., Ltd., for a trial run at standardizing the recycling economy, the first such trial project in China.…… 展开更多
关键词 PROJECT China Announces its First Trial Project on standardizing the Recycling Economy PRC
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The Work of JTCA in Standardizing and Improving the Quality of Operating Information in Japan
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《China Standardization》 2008年第1期6-12,共7页
  Main Activities of JTCA   JTCA activities cover the following five areas:   ……
关键词 WORK The Work of JTCA in standardizing and Improving the Quality of Operating Information in Japan
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Standardizing CPUE of Ommastrephes bartramii for Chinese squid-jigging fishery in Northwest Pacific Ocean 被引量:15
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作者 田思泉 陈新军 +2 位作者 陈勇 许柳雄 戴小杰 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2009年第4期729-739,共11页
Generalized linear models (GLM) and generalized additive models (GAM) were used to standardize catch per unit fishing effort (CPUE) of Ommastrephes bartramii for Chinese squid-jigging fishery in Northwest Pacifi... Generalized linear models (GLM) and generalized additive models (GAM) were used to standardize catch per unit fishing effort (CPUE) of Ommastrephes bartramii for Chinese squid-jigging fishery in Northwest Pacific Ocean. Three groups of variables were considered in the standardization: spatial variables (longitude and latitude), temporal variables (year and month) and environmental variables, including sea surface temperature (SST), sea surface salinity (SSS) and sea level height (SLH). CPUE was treated as the dependent variable and its error distribution was assumed to be log-normal in each model. The model selections of GLM and GAM were based on the finite sample-corrected Akaike information criterion (AICC) and pseudo-coefficient (Pcf) combined P-value, respectively. Both GAM and GLM analysis showed that the month was the most important variable affecting CPUE and could explain 21.3% of variability in CPUE while other variables only explained 8.66%. The interaction of spatial and temporal variables weakly influenced the CPUE. Moreover, spatio-temporal factors may be more important in influencing the CPUE of this squid than environmental variables. The standardized and nominal CPUEs were similar and had the same trends in spatio-temporal distribution, but the standardized CPUE values tended to be smaller than the nominal CPUE. The CPUE tended to have much higher monthly variation than annual variations and their values increased with month. The CPUE became higher with increasing latitude-high CPUE usually occurred in 145°E-148°E and 149°E-162°E. The CPUE was higher when SST was 14-21℃ and the SLH from -22 cm to -18 cm. In this study, GAM tended to be more suitable than GLM in analysis of CPUE. 展开更多
关键词 Ommastrephes bartramii CPUE standardization generalized additive model generalizedlinear model Northwestern Pacific Ocean Chinese squid-jigging fishery
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Importance of Standardizing Analytical Characterization Methodology for Improved Reliability of the Nanomedicine Literature 被引量:2
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作者 Shahriar Sharifi Nouf N.Mahmoud +2 位作者 Elizabeth Voke Markita P.Landry Morteza Mahmoudi 《Nano-Micro Letters》 SCIE EI CAS CSCD 2022年第11期18-32,共15页
Understanding the interaction between biological structures and nanoscale technologies,dubbed the nano-bio interface,is required for successful development of safe and efficient nanomedicine products.The lack of a uni... Understanding the interaction between biological structures and nanoscale technologies,dubbed the nano-bio interface,is required for successful development of safe and efficient nanomedicine products.The lack of a universal reporting system and decentralized methodologies for nanomaterial characterization have resulted in a low degree of reliability and reproducibility in the nanomedicine literature.As such,there is a strong need to establish a characterization system to support the reproducibility of nanoscience data particularly for studies seeking clinical translation.Here,we discuss the existing key standards for addressing robust characterization of nanomaterials based on their intended use in medical devices or as pharmaceuticals.We also discuss the challenges surrounding implementation of such standard protocols and their implication for translation of nanotechnology into clinical practice.We,however,emphasize that practical implementation of standard protocols in experimental laboratories requires long-term planning through integration of stakeholders including institutions and funding agencies. 展开更多
关键词 Characterization NANOMEDICINE Standard protocols REPRODUCIBILITY Nanomedicine devices
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Standardizing Foodstuff Processing & Its Improvement in Guangzhou
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作者 Hong Liang Cai Ruoheng 《China Standardization》 2006年第4期23-27,共5页
Based on a survey carried out on all fully certificated foodstuff manufacturers in Guangzhou, an analysis of the status quo of Foodstuff Processing Standardization in Guangzhou is made to identify the major problems a... Based on a survey carried out on all fully certificated foodstuff manufacturers in Guangzhou, an analysis of the status quo of Foodstuff Processing Standardization in Guangzhou is made to identify the major problems and measures to be adopted for improvement. 展开更多
关键词 Guangzhou foodstuff STANDARDIZATION
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Upgrading, Transforming, and Standardizing of Offshore Oil Drilling Equipment in China
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作者 Liu Shujie Yang Xiangqian +1 位作者 Guo Hua Zhou Chao 《China Oil & Gas》 CAS 2016年第3期31-37,共7页
This paper discusses the development of China's oil exploration & drilling equipment, and it focuses mainly on the domestication, industrialization, and standardization of fixed offshore drilling rigs primaril... This paper discusses the development of China's oil exploration & drilling equipment, and it focuses mainly on the domestication, industrialization, and standardization of fixed offshore drilling rigs primarily constructed by CNOOC. Considering the manufacturing of and application of deepwater drilling equipment in China, the authors put forward suggestions regarding industry policies and the standardization of China's offshore engineering equipment. 展开更多
关键词 Offshore oil drilling equipment Drilling rig Industry policy STANDARDIZATION
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Standardizing Depolymerization:Strategies and Performance Metrics
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作者 Céline Calvino Diego M.Alzate-Sánchez Jacob J.Lessard 《Precision Chemistry》 2025年第11期644-661,共18页
The widespread use of polymeric materials has brought unparalleled convenience and utility,but their environmental persistence presents a critical and growing challenge.As demand increases for sustainable solutions to... The widespread use of polymeric materials has brought unparalleled convenience and utility,but their environmental persistence presents a critical and growing challenge.As demand increases for sustainable solutions to polymer waste,depolymerization continues to be a promising strategy for achieving true circularity.In this Perspective,we examine depolymerization from a fundamental standpoint,aiming to rationalize the advantages,limitations,and future directions of state-ofthe-art technologies.We advocate for standardized reporting practices to enable meaningful comparisons across studies and,in alignment with this goal,we provide key metrics and contextual information throughout the article to support consistent evaluation of different depolymerization strategies.Ultimately,we hope to inspire readers to explore innovative and scalable solutions that advance the transformative potential of depolymerization toward the realization of a circular polymer economy. 展开更多
关键词 DEPOLYMERIZATION self-immolative polymers polymer reeycling stimuli STANDARDIZATION potential energy surface closed-loop systems
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Ten big standardization events of China in 2025
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作者 Jin Jili(Translated) 《China Standardization》 2026年第2期38-44,共7页
In 2025,prominent achievements have been made in the standardization field of China,from the promulgation of policies on standards work,the development and revision of standards at various levels,to the establishment ... In 2025,prominent achievements have been made in the standardization field of China,from the promulgation of policies on standards work,the development and revision of standards at various levels,to the establishment of the digital platform for standards development.Earlier this year,an online voting was organized by China Standardization Press (CSP) through its WeChat (a popular social media platform in China) official account to select 10 big standardization events of China in 2025.Here,the results are presented to our readers. 展开更多
关键词 standards development social media platform POLICIES online voting development revision standards promulgation policies standards STANDARDIZATION China
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Newly Approved National Standards of P.R.China(No.4,2026)
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《China Standardization》 2026年第2期I0038-I0061,共24页
State Administration for Market Regulation and National Standardization Administration of China have approved the following 354 voluntary national standards as well as 7 voluntary national standards with amendment.
关键词 standardization administration national standards voluntary standards China APPROVAL voluntary national standards
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Newly Approved National Standards of P.R.China(No.38,2025)
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《China Standardization》 2026年第2期I0002-I0027,共26页
State Administration for Market Regulation and National Standardization Administration of China have approved the following 360 voluntary national standards as well as 9 voluntary national standards with amendment.
关键词 standardization administration national standards voluntary standards China APPROVAL voluntary national standards
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Ten excellent standardization papers in 2025
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《China Standardization》 2026年第2期45-50,共6页
Standardizers keep making theoretical explorations and innovations to advance the standardization process in China.By the end of 2025,the China Standardization Press organized experts to conduct a rigorous review of a... Standardizers keep making theoretical explorations and innovations to advance the standardization process in China.By the end of 2025,the China Standardization Press organized experts to conduct a rigorous review of all articles published on China Standardization (Chinese version) and Standard Science in 2025.The top ten excellent papers were hereby showcased. 展开更多
关键词 rigorous review China Standardization Press theoretical explorations STANDARDIZATION academic articles innovation standard science
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Newly Approved National Standards of P.R.China(No.39,2025)
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《China Standardization》 2026年第2期I0028-I0031,共4页
State Administration for Market Regulation and National Standardization Administration of China have approved the following 46 mandatory national standards as well as 2 mandatory national standards with amendment.
关键词 standardization administration national standards China market regulation mandatory national standards standardizationadministration
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Newly Approved National Standards of P.R.China(No.7,2026)
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《China Standardization》 2026年第2期I0064-I0065,共2页
State Administration for Market Regulation and National Standardization Administration of China have approved the following 25 mandatory national standards as well as 4 mandatory national standards with amendment.
关键词 standardization administration national standards China market regulation mandatory national standards standardizationadministration
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Newly Approved National Standards of P.R.China(No.37,2025)
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《China Standardization》 2026年第1期I0087-I0087,共1页
State Administration for Market Regulation and National Standardization Administration of China have approved the following 3 voluntary national standards.
关键词 standardization administration national standards voluntary standards China voluntary national standards
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Safeguarding global safety with Chinese wisdom Interview with Ma Dejun, first Chinese winner of the IEC Lord Kelvin Award
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作者 Jin Jili(Translated) 《China Standardization》 2026年第2期16-23,共8页
At the IEC,Chinese experts have been contributing their expertise to international standardization.As one of them,Ma Dejun has grown from an inexperienced explorer in the field of standardization into a distinguished ... At the IEC,Chinese experts have been contributing their expertise to international standardization.As one of them,Ma Dejun has grown from an inexperienced explorer in the field of standardization into a distinguished expert driving the development of international standards in key sectors over the past 35 years.He was presented with the 2025 Lord Kelvin Award at the 89th IEC General Meeting held in New Delhi,India,in September 2025.Thus,he became the first Chinese expert to receive the highest honor bestowed by the IEC.In an exclusive interview with Ma Dejun,he reviewed his original aspiration behind his decades-long journey in international standardization,shared his experience and insights on promoting international standards,and looked forward to China's future role on the international standardiz ation stage. 展开更多
关键词 Chinese experts lord kelvin award development international standards IEC international standardization Chinese wisdom global safety standardization expertise
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Qingdao helps promote the innovative integration of standardization education and youth talent cultivation
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作者 Zhang Yongyan 《China Standardization》 2026年第1期45-45,共1页
The third International Standardization Youth Star Competition is held in Qingdao.We are very pleased to see that 236 teams from renowned domestic universities are actively participating in the competition.ISO has als... The third International Standardization Youth Star Competition is held in Qingdao.We are very pleased to see that 236 teams from renowned domestic universities are actively participating in the competition.ISO has also sent a representative to Qingdao,demonstrating its high level of attention and support for the competition. 展开更多
关键词 international standardization youth star competition standardization education youth talent cultivation Qingdao ISO standardization youth star competition domestic universities
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Bridging youth passion with global standards
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《China Standardization》 2026年第1期2-3,共2页
To help university students know more about standards,and attract them to par ticipate in s tandardization ac tivities,the International Standardization Youth Star Competition was initiated by the International Standa... To help university students know more about standards,and attract them to par ticipate in s tandardization ac tivities,the International Standardization Youth Star Competition was initiated by the International Standardization Outstanding Contribution Award Foundation(ISOCAF)in 2023,and has been held since then for three consecutive years in China.The 2025 Competition attracted 236 teams nationwide who demonstrated great enthusiasm for engaging in the standardization undertaking.The SPECIAL REPORT column presents the series reports on the competition,which is expected to inspire more young minds to step forward,innovate with purpose,and shape a future where standards unite ambition with impact. 展开更多
关键词 COMPETITION global standards YOUTH standardization innovation youth star competition university students
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Newly Approved National Standards of P.R.China(No.1,2026)
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《China Standardization》 2026年第2期I0032-I0033,共2页
State Administration for Market Regulation and National Standardization Administration of China have approved the following 14 national guiding technical docoments for standardization.
关键词 Peoples Republic China national standards National Standardization Administration China State Administration Market Regulation guiding technical documents STANDARDIZATION guiding technical docoments
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