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A Complete Technique in Improving Quality and Production Efficiency of Juglans regia in Gongshan Derung and Nu Autonomous County
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作者 赵廷松 范志远 +5 位作者 腊叁富 邹伟烈 和玉德 潘莉 杜春花 刘娇 《Agricultural Science & Technology》 CAS 2017年第3期524-525,533,共3页
We applied water releasing from rootstocks technique and Juglans sigillata in Yangbi was pruned in the shape of opened-heart or round-heart shape. By bal- anced fertilization, survival rate of grafted walnuts can be i... We applied water releasing from rootstocks technique and Juglans sigillata in Yangbi was pruned in the shape of opened-heart or round-heart shape. By bal- anced fertilization, survival rate of grafted walnuts can be improved. We reviewed technologies to enhance walnut quality and production efficiency in Gongshan Derung and Nu Autonomous County for reference. 展开更多
关键词 Gongshan Juglans sigillata quality and efficiency improvement Tech-nology
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The rational design of multiple molecular module-based assemblies for simultaneously improving rice yield and grain quality 被引量:6
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作者 Kun Wu Xiaopeng Xu +5 位作者 Nan Zhong Haixiang Huang Jianping Yu Yafeng Ye Yuejin Wu Xiangdong Fu 《Journal of Genetics and Genomics》 SCIE CAS CSCD 2018年第6期337-341,共5页
Rice is one of the most important staple food for over half of the world's population,and a substantial increase in productivity and quality of rice grain will be required to feed a growing human population.Grain siz... Rice is one of the most important staple food for over half of the world's population,and a substantial increase in productivity and quality of rice grain will be required to feed a growing human population.Grain size and shape are the two important components contributing to grain yield and quality,because they impact both yield potential and end-use quality. 展开更多
关键词 The rational design of multiple molecular module-based assemblies for simultaneously improving rice yield and grain quality RIL length NIP
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Role of clinical pathway in improving the quality of care for patients with faecal incontinence:A randomised trial 被引量:1
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作者 Zeiad I Hussain Michael Lim Stevan Stojkovic 《World Journal of Gastrointestinal Pharmacology and Therapeutics》 CAS 2017年第1期81-89,共9页
AIMTo assess the development and implementation of the Integrated Rapid Assessment and Treatment(IRAT)pathway for the management of patients with fecal incontinence and measure its impact on patients’care.METHODSPati... AIMTo assess the development and implementation of the Integrated Rapid Assessment and Treatment(IRAT)pathway for the management of patients with fecal incontinence and measure its impact on patients’care.METHODSPatients referred to the colorectal unit in our hospital for the management of faecal incontinence were randomised to either the Standard Care pathway or the newly developed IRAT pathway in this feasibility study.The IRAT pathway is designed to provide a seamless multidisciplinary care to patients with faecal incontinence in a timely fashion.On the other hand,patients in the Standard Pathway were managed in the general colorectal clinic.Percentage improvements in St.Marks Incontinence Score,Cleveland Clinic Incontinence Score and Rockwood Faecal Incontinence Quality of Life Scale after completion of treatment in both groups were the primary outcome measures.Secondary endpoints were the time required to complete the management and patients’satisfaction score.χ<sup>2</sup>,Mann-Whitney-U and Kendall tau-c correlation coefficient tests were used for comparison of outcomes of the two study groups.A P value of 0.05 or less was considered significant.RESULTSThirty-nine patients,34 females,consented to participate.Thirty-one(79.5%)patients completed the final assessment and were included in the outcome analysis.There was no significant difference in the quality of life scales and incontinence scores.Patients in the IRAT pathway were more satisfied with the time required to complete management(P=0.033)and had stronger agreement that all aspects of their problem were covered(P=0.006).CONCLUSIONDespite of the lack of significant difference in outcome measures,the new pathway has positively influenced patient’s mindset,which was reflected in a higher satisfaction score. 展开更多
关键词 PATHWAY Fecal incontinence quality improvement
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Application of PDCA in improving hand hygiene compliance and nosocomial infection quality in orthopedics 被引量:2
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作者 Ya-Ping Su Rui-Ling Li +2 位作者 Yuan-Yuan Wang Yu-Rui Zhang Ya-Jie Ji 《Frontiers of Nursing》 2024年第3期327-336,共10页
Objective:To explore the effect of the Plan-Do-Check-Action(PDCA)cycle on hand hygiene and nosocomial infection quality of or thopedic medical staff.Methods:The whole year of 2021 was selected to monitor the quality o... Objective:To explore the effect of the Plan-Do-Check-Action(PDCA)cycle on hand hygiene and nosocomial infection quality of or thopedic medical staff.Methods:The whole year of 2021 was selected to monitor the quality of hand hygiene and hospitalization.Follow-up monitoring and real-time recording during the period of morning shift and medical operation concentration time,and compare the compliance of hand hygiene before and after implementation,and evaluate the quality of nosocomial infection.Results:The hand hygiene compliance of doctors and nurses in stage P was 82%.The compliance of medical staff in stage D was 93%.The compliance of stage C was 94%and that of stage A was 95%.The quality score of hospital self-examination nosocomial infection was also significantly increased.Conclusions:The PDCA management cycle can effectively improve the compliance of hand hygiene and the nosocomial infection quality,which is wor thy of circulatory application in or thopedic nosocomial infection quality control,especially improving the quality of hand hygiene. 展开更多
关键词 hand hygiene quality improvement PDCA nosocomial infection infection control nursing management
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Improving the Quality of Conforming Triangular Meshes by Topological Clean up and DSI 被引量:1
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作者 MENGXian-hai YANGQin +1 位作者 LIJl-gang CHENQi-ming 《Computer Aided Drafting,Design and Manufacturing》 2004年第2期47-56,共10页
A new method as a post-processing step is presented to improve the shape quality of triangular meshes, which uses a topological clean up procedure and discrete smoothing interpolate (DSI) algorithm together. T... A new method as a post-processing step is presented to improve the shape quality of triangular meshes, which uses a topological clean up procedure and discrete smoothing interpolate (DSI) algorithm together. This method can improve the angle distribution of mesh element. while keeping the resulting meshes conform to the predefined constraints which are inputted as a PSLG. 展开更多
关键词 triangular mesh mesh quality improvement clean up discrete smoothing interpolate CLC number:TP 391.4 Document code:A
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Improving testicular examinations on paediatric patients in the emergency department:A quality improvement study to improve early diagnosis of testicular torsion
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作者 Ernest M.Cheng Juanita N.Chui +1 位作者 Murray Crowe Andrew Cooke 《Asian Journal of Urology》 CSCD 2022年第2期152-156,共5页
Objective:Male paediatric patients presenting with abdominal and/or testicular pain are common in the emergency department.As a time-sensitive diagnosis,the importance of early recognition,referral,and definitive mana... Objective:Male paediatric patients presenting with abdominal and/or testicular pain are common in the emergency department.As a time-sensitive diagnosis,the importance of early recognition,referral,and definitive management is critical.Missed or delayed diagnoses and management of testicular torsion can result in significant long-term sequelae including impaired fertility and psychological burden.In this quality improvement study,we utilised educational posters aiming to improve awareness of testicular torsion as a differential for abdominal pain and therefore,improve the quality of testicular examinations performed in the emergency department.Methods:Observational pre-and post-intervention study was conducted at a tertiary hospital emergency department.A pre-interventional retrospective review of the electronic medical records was conducted.All male patients under 16-years-old presenting with“abdominal pain”or“testicular problem”were included.We assessed the rate of testicular examination and the quality of the examination based on four domains:Cremasteric reflex,lie,swelling,and hardness.Educational posters targeting both patients and clinicians were placed around the emergency department.Subsequent review of the electronic medical records post-intervention was performed assessing the same domains.Results:A total of 235 presentations were analysed with 124 in the pre-intervention group and 111 in the post-intervention group.Overall rate of documented testicular examinations increased by 14%(p=0.032).The quality of testicular examinations also improved from an average of 0.85 domains documented to 2.29 post-intervention(p<0.001).Subgroup analysis found doctors in training had a greater improvement in both rate and quality of documented testicular examination.Conclusion:Our study demonstrated the value of continuing education in promoting awareness of testicular torsion in the emergency department.We found a clear improvement in the quality of clinical documentation of a time-sensitive condition which may infer a decreased risk of missed and delayed diagnosis of testicular torsion. 展开更多
关键词 Testicular torsion Testicular examination Emergency department quality improvement Urological emergency
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Current Development Status of Cucumber Industry in Linyi City and Countermeasures for Improving Quality and Benefits
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作者 Yongtao ZHANG Xuyuan ZHOU +2 位作者 Peng LENG Zhaoshuai GU Deqiang CAO 《Asian Agricultural Research》 2020年第5期21-24,共4页
In order to expand and strengthen the cucumber industry in Linyi City of Shandong City and make it more effective in revitalizing the rural economy,the authors surveyed the current situation of the cucumber planting a... In order to expand and strengthen the cucumber industry in Linyi City of Shandong City and make it more effective in revitalizing the rural economy,the authors surveyed the current situation of the cucumber planting area,production management,fresh-keeping processing and marketing in Linyi City.Based on the survey,it analyzed the current problems in the development of the cucumber industry in Linyi City,including low level of facilities and equipment,the post-picking processing technology,the imperfect quality control system,the low degree of information and the weak degree of organization.Finally,it came up with recommendations including developing increasing modern technological innovation of facility structure and equipment,accelerating research on post-picking commercial processing technology of cucumber,accelerating the construction of product quality traceability system,promoting in-depth integration of informationization and cucumber industry,and improving the degree of organization and industrialization,to improve the quality and benefits of cucumber industry,so as to provide guidance for improving the overall quality,benefit and market competitiveness of cucumber industry in Linyi City. 展开更多
关键词 Cucumber industry Linyi City Current development status Existing problems quality and benefit improvement COUNTERMEASURES
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Improving Clinical Laboratory Quality through Reduction of Tests’ Turnaround Time in Democratic Republic of the Congo: Key Strategies
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作者 Chabo Byaene Alain Mabela Makengo Matendo Rostin +5 位作者 Konde Nkiama Numbi Joël Muhindo Mavoko Hypolite Kayembe Nzongola-Nkasu Donatien Tanon Aristophane Koffi Muwonga Masidi Jérémie Situakibanza Nani-Tuma Hippolyte 《Journal of Biosciences and Medicines》 2021年第10期96-116,共21页
In Democratic Republic of the Congo (DRC), the laboratory TAT is significantly very long and do not comply with either international standards or the suggestions of customers. However, there is neither a national nor ... In Democratic Republic of the Congo (DRC), the laboratory TAT is significantly very long and do not comply with either international standards or the suggestions of customers. However, there is neither a national nor a local strategy to improve the laboratory TAT. The aim of the present study is to develop practical management strategies to shorten clinical laboratory tests’ TAT. This was a qualitative study conducted in Kinshasa. Focus groups and Lean tools were used respectively to generate a wide range of views from a variety of laboratory staff and to eliminate several form of waste in the laboratory flow process. Based on the identified root causes of delay, focus groups participants reported that there is a lot of scope for the improvement of TAT in DRC. Consistent attendance and punctuality are essential. The hospital management should implement the Laboratory Information Systems (LIS) and install Middleware. Total laboratory automation, inventory system for all reagents and supplies used in the laboratory, expansion of the sampling area, sufficient number of high-power machine and a clear job description are indispensable. LIS, 3.5 mL BD vacutainer Barricor<sup>TM</sup> tube and point-of-care testing (POCT) are necessary for workflow improvement. A reduction of 312 minutes was achieved by eliminating or decreasing non-value-added activities. Applying the suggested key strategies, and particularly the new workflow process, is a basis for improving the laboratory tests’ TAT. The algorithm presented can be easily implemented in other laboratories that face this type of problem. 展开更多
关键词 Turnaround Time quality Indicator quality Improvement Clinical Laboratory Focus Groups Lean Management quality Assurance Democratic Republic of the Congo
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Improving the Quality of Public Space in Old Residential Areas Based on Superposition and Intervention:A Case Study of Baihuazhou District of Nanchang City
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作者 LI Shengnan 《Journal of Landscape Research》 2024年第4期13-16,20,共5页
With the development of cities,China has entered an era of stock planning.The functions of old residential areas in urban development can no longer meet the needs of residents in the new era for a better life,and new ... With the development of cities,China has entered an era of stock planning.The functions of old residential areas in urban development can no longer meet the needs of residents in the new era for a better life,and new standards have been put forward for the quality of public spaces for living.This paper analyzes and sorts out the characteristics and problems of the public space in the old residential areas of Baihuazhou district.Combining superposition and intervention techniques,the spatial,historical,cultural and other characteristic elements of the residential areas are preserved to the greatest extent.The public space in the old residential areas of Baihuazhou District is updated and reconstructed in order to achieve the goal of improving the quality of its public space. 展开更多
关键词 Superposition and intervention Old residential area Public space quality improvement Baihuazhou District
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An Empirical Study on Improving the Quality of Agricultural Undergraduate Thesis from the Perspective of Professional Certification
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作者 Huixiang Lu Jiankui Zhang 《Journal of Contemporary Educational Research》 2021年第2期122-124,共3页
Professional certification is an important way to promote professional construction and the quality of personnel training.Undergraduate thesis is an important part of comprehensive training for agricultural students,a... Professional certification is an important way to promote professional construction and the quality of personnel training.Undergraduate thesis is an important part of comprehensive training for agricultural students,and it is also one of the"prescribed actions"of professional certification examination.Based on the perspective of professional certification,taking the graduation thesis of Agronomy Major of Southwest University in recent five years as an example,this paper analyzes the reasons for the gap between the quality of graduation thesis and professional certification standards,and puts forward six paths to improve the quality of graduation thesis of agricultural undergraduates,such as more independent topic selection,more diversified forms,multilink submission materials online,relaxed time,and adding graduation thesis index We should guide the project,link up the construction of professional core courses,build a"learning community between teachers and students". 展开更多
关键词 AGRICULTURE UNDERGRADUATE Graduation thesis quality improvement Professional certification
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Practical Research on Improving Primary School Basketball Service Quality under the Background of "Double Reduction"
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作者 ZHENGXiangkun 《外文科技期刊数据库(文摘版)教育科学》 2022年第9期080-083,共4页
Along with the deepening education reform in our country, primary school education teaching gradually received attention with the implementation of double reduction policy, primary school education to "reduce the... Along with the deepening education reform in our country, primary school education teaching gradually received attention with the implementation of double reduction policy, primary school education to "reduce the efficiency" teaching objectives. On the one hand, the homework design to reduce students homework burden;on the other hand, it is to reduce the pressure of students tutoring after school, ensure that primary school students can be healthy and happy growth. The emergence of after-school service can say real double reduction policy, and creating basketball after-school service can not only exercise students physical quality, but also can cultivate students comprehensive quality to comprehensive development. Based on this, this paper will start from double reduction policy and the value of basketball after-school service, briefly expounds the problems existing in the current primary school basketball after-school service. 展开更多
关键词 double reduction policy primary school basketball after-school service quality improvement practical strategy
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Strategies for Improving the Teaching Quality in Middle Schools Under the Double Reduction Policy
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作者 Meiling Zheng 《Journal of Contemporary Educational Research》 2022年第4期45-52,共8页
The meaning of the term“reduction”in Double Reduction Policy implores teachers to reflect on their teaching process and improve teaching efficiency.Not only should the quantity be reduced,but so should the behavior.... The meaning of the term“reduction”in Double Reduction Policy implores teachers to reflect on their teaching process and improve teaching efficiency.Not only should the quantity be reduced,but so should the behavior.Having a comprehensive understanding of the students’learning process is actually a form of science.Therefore,we need to study and enhance its development[1].In order to reduce the learning burden and increase the efficiency of classroom teaching,we must clearly identify the inefficient and ineffective behaviors in classroom teaching,so as to avoid the following situations:a lack of deep thinking,a lack of ability in lesson preparation,fragmentation of questions and answers,a lack of questions that highlight the key points,anticlimax teaching process,and the habit of running over time in class[2,3].On this basis,this paper elaborates the current education state and clarifies the basic requirements of effective classroom teaching.Meanwhile,to reduce students’workload and increase the efficiency in carrying out assignments,much attention should be paid to optimizing assignment design and refining homework review and feedback.The purpose is to assign homework with an appropriate amount(achievable),precision(targeted),and suitability(personalized).Putting an end to the repetitious and unified training is not enough to improve the effect. 展开更多
关键词 Burden reduction quality improvement Classroom teaching Assignment design
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Discussion on the Status Quo of Non-Destructive Testing Technology in Highway Engineering and Strategies of Improving the Quality of Testing
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作者 Fengyue Xu Junlong Xie Jie Gao 《Journal of World Architecture》 2023年第4期29-33,共5页
Highway test and detection technology play a very important role in controlling the quality of road and bridge engineering and improving the maintenance of roads and bridges.The study of highway bridge test detection ... Highway test and detection technology play a very important role in controlling the quality of road and bridge engineering and improving the maintenance of roads and bridges.The study of highway bridge test detection technology is both theoretically and practically useful.Road and bridge test and detection is a complicated task.With the development of science and technology,highway and bridge engineering test and detection technology has also made great progress.The continuous improvement of test and detection technology has brought good social benefits to road and bridge construction.This article discusses the problems in test and detection technology of highway bridges and how to improve the quality of test and detection. 展开更多
关键词 Highway engineering Non-destructive testing Testing technology quality improvement
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Discussion on the Construction of Management and Control System for Improving Quality Reducing Cost and Increasing Efficiency of Thermal Power Generation Enterprises
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作者 LIU Ruiping 《外文科技期刊数据库(文摘版)经济管理》 2021年第1期016-020,共5页
The management and control system of improving quality, reducing cost and increasing efficiency aims to establish a corresponding incentive target system around the business tasks and development goals of the enterpri... The management and control system of improving quality, reducing cost and increasing efficiency aims to establish a corresponding incentive target system around the business tasks and development goals of the enterprise, guides the company all units and departments to strengthen the internal management, full of all aspects of mining efficiency potential, enhances the endogenous development of the enterprise power, so as to effectively cope with the market crisis, improve enterprise efficiency. With the end of the "golden decade" of thermal power generation enterprise market, the production and operation of thermal power generation enterprises are increasingly difficult. In order to effectively deal with the power market under the declining price environment, tap the internal efficiency potential of enterprises, and realize the loss and gain. Combined with the characteristics and actual situation of the enterprise, on the basis of summarizing previous experience, focusing on the high-quality development of the enterprise, highlighting value creation, making up for shortcomings, promoting reform and increasing benefits, the paper proposes to construct a management and control system to improve quality, reduce cost and increase efficiency. 展开更多
关键词 thermal power generation quality improvement and cost reduction CONTROL CONSTRUCTION
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Analysis of the Application Value of Continuous Nursing Quality Improvement in Improving the Nursing Quality of Emergency Pre-examination Triage
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作者 YANMingrong 《外文科技期刊数据库(文摘版)医药卫生》 2022年第11期013-016,共4页
Objective: to analyze the application value of continuous nursing quality improvement to improve the quality of emergency pre-examination and triage nursing. Methods: a total of 76 patients were admitted to the emerge... Objective: to analyze the application value of continuous nursing quality improvement to improve the quality of emergency pre-examination and triage nursing. Methods: a total of 76 patients were admitted to the emergency department of our hospital. The study was conducted from January 2019 to December 2019. According to the principle of random number method, all patients were divided into observation and routine groups, with an equal number of study subjects of 38 cases. Among them, the observation group adopted the quality of continuous care to optimize the triage care, while the routine group adopted the routine emergency triage care model. Statistics and comparison of the two groups of patients were conducted, including the score of nursing quality, nursing service satisfaction, emergency reception, triage evaluation, emergency aid time, the general indicators of pre-examination and triage accuracy of emergency treatment, and the success rate of rescue. Results: compared with the conventional group, observation group of nursing service attitude, psychological intervention level, health education ability, business level, emergency preview triage accuracy, rescue success rate, and emergency environment and nursing staff instrument, sense of responsibility, patrol clinic nursing satisfaction score are higher, and emergency reception, triage evaluation, first aid time is lower, P <0.05. Conclusion: the continuous improvement method of emergency nursing quality can significantly improve the quality of emergency pre-examination and triage nursing, reduce the treatment time of emergency patients, ensure the quality of emergency nursing and the satisfaction of nursing, and have high clinical promotion value. 展开更多
关键词 emergency care continuous nursing quality improvement emergency pre-examination and triage nursing quality nursing satisfaction
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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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Research on the Way of Improving Quality and Efficiency in Enterprise Financial Accounting Management
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作者 ZHANGYing 《外文科技期刊数据库(文摘版)经济管理》 2022年第6期142-145,共4页
For enterprise development, financial accounting is an important part, which can have an important impact on enterprise activities, project development, internal construction and overall management. It can optimize en... For enterprise development, financial accounting is an important part, which can have an important impact on enterprise activities, project development, internal construction and overall management. It can optimize enterprise financial accounting management, that is, the overall development effect of the enterprise. Therefore, it is necessary to carry out more in-depth analysis on enterprise financial accounting management, identify its shortcomings, and propose measures to strengthen enterprise financial management according to the actual situation, and promote healthy and sustainable development of the enterprise. This paper analyzes the measures to improve the quality and efficiency of enterprise financial accounting management for reference. 展开更多
关键词 corporate finance accounting management improving quality and efficiency MEASURE
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Teaching Exploration of Improving the Quality of Financial Accounting in Higher Vocational Colleges under the Big Data Environment
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作者 LIUYing 《外文科技期刊数据库(文摘版)教育科学》 2022年第8期124-127,共4页
Higher vocational cultural education has always been an indispensable part of Chinas education and training industry. In recent years, it has trained a large number of high-quality and high-skilled business talents fo... Higher vocational cultural education has always been an indispensable part of Chinas education and training industry. In recent years, it has trained a large number of high-quality and high-skilled business talents for China to promote the rapid development of society. However, due to the rapid development of Chinas scientific and technological progress and the change in the demand for talents in enterprises, the current teaching mode of higher vocational education will no longer meet the social requirements. It should be changed in a timely manner so as to create professionals who meet the social demand and deal with the current contradiction between supply and demand. In recent years, with the development of Internet technology, big data technology has become an indispensable way for people to live and work. People can get more information according to big data technology. At this stage, many enterprises use big data technology to collect and analyze information and use key information to create profits for themselves. In the era of artificial intelligence, the classroom teaching of financial accounting in higher vocational colleges should be further reformed and innovated to provide more professional and high-quality talents for the society, shape its innovative spirit and promote social development. This paper studies the deficiencies of the course content of financial accounting in higher vocational colleges and the countermeasures of its classroom teaching reform for reference. 展开更多
关键词 big data financial accounting in higher vocational education improve quality
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Quality metrics in solid organ donation: A narrative review
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作者 Chiara Lazzeri Michela Maielli +2 位作者 Federico Gelli Giuseppe Feltrin Adriano Peris 《World Journal of Transplantation》 2025年第4期172-178,共7页
Evidence is not homogeneous on indicators able to monitor and assess qualityperformance for organ donation. This may be related to differences in healthcareorganizations among countries but also to the scarcity of dat... Evidence is not homogeneous on indicators able to monitor and assess qualityperformance for organ donation. This may be related to differences in healthcareorganizations among countries but also to the scarcity of data on this topic so far.In the present review, we assessed available evidence on quality metrics in solidorgan procurement in the United States and in Europe by means of a PubMedsearch. Evidence was summarized according to countries, considering that thedonation and transplantation systems differ from country to country. In UnitedStates, the assessment of these indicators is periodically performed by the nationalnetwork for organ sharing to evaluate the performance of each Organ ProcurementOrganization (OPO). Quality metrics consider several factors, in primispopulation characteristics (i.e. race/ethnicity, age, socio-economic status). That iswhy the assessment of each OPO performance relies on several quality metrics,not only one single indicator. In Europe, quality improvement programs representa structural element of organ and transplant system in several countries, but fewpapers have to date addressed the results obtained by a quality improvementprogram based on indicators. In Poland, the use of quality indicators and improvementprocedures were associated with better results in those hospitals whichimplemented these programs in respect to hospitals who did not. In TuscanyRegion (Italy) the implementation of a monitoring and reporting approach basedon indicators by the Regional Transplant Center was associated with an increasedin transplant and donation activity (especially in cDCD donors). According toavailable evidence, the development of a method for quality assessment andquality improvement has been recognized as pivotal for donation and transplantauthorities to identify key interventions either at national and/or hospital levels. 展开更多
关键词 Organ donation quality indicators quality improvement Donor after brain death Donor after cardiocirculatory death Transplant activity
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Sign language data quality improvement based on dual information streams
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作者 CAI Jialiang YUAN Tiantian 《Optoelectronics Letters》 2025年第6期342-347,共6页
Sign language dataset is essential in sign language recognition and translation(SLRT). Current public sign language datasets are small and lack diversity, which does not meet the practical application requirements for... Sign language dataset is essential in sign language recognition and translation(SLRT). Current public sign language datasets are small and lack diversity, which does not meet the practical application requirements for SLRT. However, making a large-scale and diverse sign language dataset is difficult as sign language data on the Internet is scarce. In making a large-scale and diverse sign language dataset, some sign language data qualities are not up to standard. This paper proposes a two information streams transformer(TIST) model to judge whether the quality of sign language data is qualified. To verify that TIST effectively improves sign language recognition(SLR), we make two datasets, the screened dataset and the unscreened dataset. In this experiment, this paper uses visual alignment constraint(VAC) as the baseline model. The experimental results show that the screened dataset can achieve better word error rate(WER) than the unscreened dataset. 展开更多
关键词 sign language dataset data quality improvement two information streams t dual information streams sign language data sign language translation sign language recognition sign language datasets
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