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Effectiveness of Co-Testing in Cervical Cancer Screening Program in Macao SAR
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作者 Lamlam Chan Kamweng Wong 《Health》 2024年第8期763-769,共7页
Background: Cervical cancer remains a significant public health concern in Macao SAR despite the implementation of a cervical cancer screening program and HPV vaccination. To improve early detection, Macao SAR introdu... Background: Cervical cancer remains a significant public health concern in Macao SAR despite the implementation of a cervical cancer screening program and HPV vaccination. To improve early detection, Macao SAR introduced HPV DNA testing alongside cytology (co-testing) as the primary screening method in 2019. This study evaluates the effectiveness of co-testing in identifying cervical precancerous lesions (CIN2+) compared to cytology alone. Methods: We conducted a retrospective analysis of women aged 30 - 65 years who participated in the routine cervical cancer screening program in Macao SAR Primary Healthcare Centers from 2019 to 2022. Data from over 70,000 women were analyzed, comparing the detection rates of CIN2+ through co-testing and cytology alone. Women with abnormal cytology or positive HPV results were referred for colposcopy. Results: The introduction of co-testing led to a significant increase in the detection of CIN2+, particularly in women with atypical squamous cells of undetermined significance (ASCUS) or negative for intraepithelial lesion or malignancy (NILM) cytology results. Between 2019 and 2022, the percentage of women with ASCUS/NILM and any high-risk HPV (hrHPV) positive who were diagnosed with CIN2+ after colposcopy were 24%, 13%, 10% and 7.5% respectively. This highlights the ability of co-testing to identify high-risk individuals who would have been missed by cytology alone. Discussion: Our findings demonstrate the effectiveness of co-testing in improving the sensitivity of cervical cancer screening in Macao SAR. The inclusion of HPV DNA testing allows for better risk stratification of women with ASCUS/NILM cytology, leading to more targeted referrals for colposcopy and timely detection of precancerous lesions. The initial high positive rate in 2019 (24%) might be attributed to the small sample size and potentially reflects a backlog of undiagnosed cases prior to co-testing implementation. Conclusion: The implementation of co-testing in Macao SAR’s cervical cancer screening program significantly improves the early detection of precancerous lesions, particularly in women with ambiguous cytology results. This proactive approach contributes to reducing cervical cancer morbidity and mortality and improving women’s health outcomes in Macao SAR. 展开更多
关键词 Cervical Cancer Co-testing HPV DNA testing Liquid-Based Cytology Thin Prep COLPOSCOPY Cervical Cancer Screening program
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MPLS-TP技术在高速公路接入网中的应用研究
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作者 李默涵 《通信电源技术》 2025年第14期149-151,共3页
文章深入研究多协议标签交换传输网(Multi-Protocol Label Switching-Transport Profile,MPLS-TP)在高速公路接入网中的应用,详细阐述MPLS-TP技术的原理与优势,并给出具体的应用设计、技术实现方案。通过测试验证,该技术在高速公路接入... 文章深入研究多协议标签交换传输网(Multi-Protocol Label Switching-Transport Profile,MPLS-TP)在高速公路接入网中的应用,详细阐述MPLS-TP技术的原理与优势,并给出具体的应用设计、技术实现方案。通过测试验证,该技术在高速公路接入网中的可行性与有效性,为提升高速公路通信网络质量提供有力的技术支持。 展开更多
关键词 多协议标签交换传输网(MPLS-tp)技术 高速公路接入网 网络架构 性能测试
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基于TestStand的TPS开发设计 被引量:3
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作者 郑丽 张蕊 《光电技术应用》 2013年第5期81-84,共4页
阐述了自动测试系统(ATS)在电子设备测试维修领域的重要性和发展趋势,介绍了测试程序集(TPS)在ATS中的重要性。描述了TPS和通用检测平台的组成及功能。以视频输出设备为例,在分析其测试需求的基础上设计了被测单元接口适配器(TUA),并采... 阐述了自动测试系统(ATS)在电子设备测试维修领域的重要性和发展趋势,介绍了测试程序集(TPS)在ATS中的重要性。描述了TPS和通用检测平台的组成及功能。以视频输出设备为例,在分析其测试需求的基础上设计了被测单元接口适配器(TUA),并采用TestStand与VC++相结合的方式设计了测试程序(TP)。最后在实际使用中验证了TPS具有对视频输出设备功能测试和故障诊断隔离的能力。 展开更多
关键词 testSTAND tpS 通用检测平台 VISUAL C++
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Mixed programming with LabVIEW & Matlab and its application in explosion field test 被引量:1
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作者 王瑞 张志杰 +1 位作者 赵晨阳 穆欣荣 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2016年第1期13-17,共5页
Several methods of mixed programming with LabVIEW and Matlab are introduced.Taking explosin test as application background,the design method and implementation process using MathScript node and COM technology are main... Several methods of mixed programming with LabVIEW and Matlab are introduced.Taking explosin test as application background,the design method and implementation process using MathScript node and COM technology are mainly discussed.Based on this,the advantages of LabVIEW's interface development and Matlab's rich data operation functions are combined to achieve the fitting of explosion pressure field and dynamic compensation of temperature measured. 展开更多
关键词 LABVIEW MathScript node COM mixed programming explosion field test
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Genetic programming for predictions of effectiveness of rolling dynamic compaction with dynamic cone penetrometer test results 被引量:3
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作者 R.A.T.M.Ranasinghe M.B.Jaksa +1 位作者 F.Pooya Nejad Y.L.Kuo 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2019年第4期815-823,共9页
Rolling dynamic compaction (RDC),which employs non-circular module towed behind a tractor,is an innovative soil compaction method that has proven to be successful in many ground improvement applications.RDC involves r... Rolling dynamic compaction (RDC),which employs non-circular module towed behind a tractor,is an innovative soil compaction method that has proven to be successful in many ground improvement applications.RDC involves repeatedly delivering high-energy impact blows onto the ground surface,which improves soil density and thus soil strength and stiffness.However,there exists a lack of methods to predict the effectiveness of RDC in different ground conditions,which has become a major obstacle to its adoption.For this,in this context,a prediction model is developed based on linear genetic programming (LGP),which is one of the common approaches in application of artificial intelligence for nonlinear forecasting.The model is based on in situ density-related data in terms of dynamic cone penetrometer (DCP) results obtained from several projects that have employed the 4-sided,8-t impact roller (BH-1300).It is shown that the model is accurate and reliable over a range of soil types.Furthermore,a series of parametric studies confirms its robustness in generalizing data.In addition,the results of the comparative study indicate that the optimal LGP model has a better predictive performance than the existing artificial neural network (ANN) model developed earlier by the authors. 展开更多
关键词 Ground improvement ROLLING DYNAMIC compaction (RDC) Linear genetic programming (LGP) DYNAMIC cone PENETROMETER (DCP) test
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TEST COVERAGE ANALYSIS BASED ON PROGRAM SLICING 被引量:1
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作者 Chen Zhenqiang Xu Baowen Guanjie (Dept. of Computer Science & Eng., Southeast Univ., Nanjing 210096) (State Key Laboratory of Software Engineering, Wuhan University, Wuhan 430072) (Jiangsu Key Lab. of Computer Info. Proc. Tech., Soochow Univ., Suzhou 215006) 《Journal of Electronics(China)》 2003年第3期232-236,共5页
Coverage analysis is a structural testing technique that helps to eliminate gaps in atest suite and determines when to stop testing. To compute test coverage, this letter proposes anew concept coverage about variables... Coverage analysis is a structural testing technique that helps to eliminate gaps in atest suite and determines when to stop testing. To compute test coverage, this letter proposes anew concept coverage about variables, based on program slicing. By adding powers accordingto their importance, the users can focus on the important variables to obtain higher test coverage.The letter presents methods to compute basic coverage based on program structure graphs. Inmost cases, the coverage obtained in the letter is bigger than that obtained by a traditionalmeasure, because the coverage about a variable takes only the related codes into account. 展开更多
关键词 Software testing testing coverage program slicing
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Using Genetic Algorithm as Test Data Generator for Stored PL/SQL Program Units 被引量:1
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作者 Mohammad A. Alshraideh Basel A. Mahafzah +1 位作者 Hamzeh S. Eyal Salman Imad Salah 《Journal of Software Engineering and Applications》 2013年第2期65-73,共9页
PL/SQL is the most common language for ORACLE database application. It allows the developer to create stored program units (Procedures, Functions, and Packages) to improve software reusability and hide the complexity ... PL/SQL is the most common language for ORACLE database application. It allows the developer to create stored program units (Procedures, Functions, and Packages) to improve software reusability and hide the complexity of the execution of a specific operation behind a name. Also, it acts as an interface between SQL database and DEVELOPER. Therefore, it is important to test these modules that consist of procedures and functions. In this paper, a new genetic algorithm (GA), as search technique, is used in order to find the required test data according to branch criteria to test stored PL/SQL program units. The experimental results show that this was not fully achieved, such that the test target in some branches is not reached and the coverage percentage is 98%. A problem rises when target branch is depending on data retrieved from tables;in this case, GA is not able to generate test cases for this branch. 展开更多
关键词 GENETIC Algorithms SQL Stored program UNITS test Data Structural testing SQL EXCEPTIONS
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Study on Test Compaction in High-Level Automatic Test Pattern Generation (ATPG) Platform 被引量:1
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作者 Ayub Chin Abdullah Chia Yee Ooi 《Circuits and Systems》 2013年第4期342-349,共8页
Advancements in semiconductor technology are making gate-level test generation more challenging. This is because a large amount of detailed structural information must be processed in the search process of automatic t... Advancements in semiconductor technology are making gate-level test generation more challenging. This is because a large amount of detailed structural information must be processed in the search process of automatic test pattern generation (ATPG). In addition, ATPG needs to deal with new defects caused by process variation when IC is shrinking. To reduce the computation effort of ATPG, test generation could be started earlier at higher abstraction level, which is in line with top-down design methodology that has become more popular nowadays. In this research, we employ Chen’s high-level fault model in the high-level ATPG. Besides shorter ATPG time as shown in many previous works, our study showed that high-level ATPG also contributes to test compaction. This is because most of the high-level faults correlate with the gate-level collapsed faults especially at input/output of the modules in a circuit. The high-level ATPG prototype used in our work is mainly composed by constraint-driven test generation engine and fault simulation engine. Experimental result showed that more reduced/compact test set can be generated from the high-level ATPG. 展开更多
关键词 Automatic test Pattern Generation (AtpG) Constraint Logic programming (CLP) Verilator Circuit-Under-test (CUT) test COMPACTION
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基于TestPlatform的通用测试平台设计 被引量:1
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作者 龚金良 李璞 《计算机与网络》 2013年第8期57-59,共3页
为提高大型系统设备的测试、维护效率,一般采用通用测试平台进行测试和维护。TestPlatform开发软件是一款性能优良的测试平台开发软件,基于TestPlatform的通用测试平台设计是目前比较优选的通用测试平台设计方案。首先介绍平台硬件和Tes... 为提高大型系统设备的测试、维护效率,一般采用通用测试平台进行测试和维护。TestPlatform开发软件是一款性能优良的测试平台开发软件,基于TestPlatform的通用测试平台设计是目前比较优选的通用测试平台设计方案。首先介绍平台硬件和TestPlatform开发软件,然后介绍测试程序的开发,最终多个项目的使用表明,基于TestPlatform的通用测试平台设计极大地提高了设备测试、维护的效率。 展开更多
关键词 测试需求 testPhfform 通用测试平台 测试程序
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historical review of pig testing programs in Denmark
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作者 Henning STAUN 《华南农业大学学报》 CAS CSCD 北大核心 2005年第S1期32-41,共10页
The first swine testing station and program in the world was started in Denmark.Denmark has tested breeding and genetics traits of pigs for more than 100 years and have developed an efficient structure and system to s... The first swine testing station and program in the world was started in Denmark.Denmark has tested breeding and genetics traits of pigs for more than 100 years and have developed an efficient structure and system to select pigs which produce quality pork for the consumer. The Danish pork is exported to many countries around the world.The testing programs described in the article have proven to be very successful over the last 100 years.The history of swine testing for superior pigs is not finished yet.The selection criteria for quality swine breeding animals will also need to be updated on a regular time table because the production systems are changing yearly and new environmental codes and animal welfare regulations are added each year so the testing programs on pig farms also need to change to meet the new production standards.It is not uncommon to obtain some unusual traits when selecting for extreme traits in pigs when they are on testing programs.When these traits are obtained, it requires additional testing to remove these traits.An example would be the Porcine Stress Syndrome.Osteochondrosis is another example.The gene mapping research will also open up new directions for swine testing programs.Therefore, as long as we produce pigs for quality pork and efficient production we will need outstanding swine testing programs. 展开更多
关键词 SWINE testing program HISTORY Denmark
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SYN-Sequence Selection Strategy for Testing Concurrent Programs Based on Little Strong Happened-Before
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作者 PU Fangli,LU Yansheng College of Computer Science and Technology,Huazhong University of Science and Technology,Wuhan 430074,Hubei,China 《Wuhan University Journal of Natural Sciences》 CAS 2009年第4期317-320,共4页
This paper defines a new relation--little strong happened-before(LSHB) and presents the algorithm for LSHB. Compared with strong happened-before (SHB) and weak happened- before (WHB), LSHB supports keeping-read-... This paper defines a new relation--little strong happened-before(LSHB) and presents the algorithm for LSHB. Compared with strong happened-before (SHB) and weak happened- before (WHB), LSHB supports keeping-read-result and ensures definite sufficiency of testing. Equivalence partitioning the set of SYN-sequences based on LSHB can efficiently reduce the number of testing SYN-sequences. The case studies prove that LSHB has high practicability. 展开更多
关键词 happened-before SYN-sequence concurrent program software testing
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STATISTICAL TESTS FOR THE COMPARISON OF THE INCIDENCE OR MORTALITY RATES IN CANCER REGISTRY AND DESCRIPTIVE EPIDEMIOLOGY──A MICROCOMPUTER PROGRAM IN BASIC
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作者 项永兵 金凡 高玉堂 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 1997年第1期68-75,共8页
This paper describes the statistical methods of the comparison of the incidence or mortality rates in cancer registry and descriptive epidemiology, and the features of microcomputer program (CANTEST) which was designe... This paper describes the statistical methods of the comparison of the incidence or mortality rates in cancer registry and descriptive epidemiology, and the features of microcomputer program (CANTEST) which was designed to perform the methods. The program was written in IBM BASIC language. Using the program CANTEST we presented here the user can do several statistical tests or estimations as follow: 1. the comparison of the adjusted rates which were calculated by directly or indirectly standardized methods, 2. the calculation of the slope of regression line for testing the linear trends of the adjusted rates, 3. the estimation of the 95% or 99%conndence intervals of the directly adjusted rates, of the cumulative rates (0-64 and 0-74), and of the cumulative risk. Several examples are presented for testing the performances of the program. 展开更多
关键词 Cancer registry BASIC Microcomputer program INCIDENCE MORTALITY Descriptive epidemiology Statistical tests
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Feasibility of Using Two versus Three Rapid Tests for HIV Diagnosis in India: Analysis of Public Health Program Data
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作者 Varsha Kale Archana Beri +5 位作者 Madhuri Thakar Veenita Sinha Dar Shilpa Bembalkar Naresh Goel Arun Risbud Ramesh Paranjape 《World Journal of AIDS》 2017年第1期16-22,共7页
Under India’s National AIDS Control Program (NACP), WHO recommended strategy of using three rapid tests is adopted for diagnosis of HIV in an asymptomatic individual. Since the NACP has a stringent kit evaluation pro... Under India’s National AIDS Control Program (NACP), WHO recommended strategy of using three rapid tests is adopted for diagnosis of HIV in an asymptomatic individual. Since the NACP has a stringent kit evaluation procedure and due to the availability of newer third generation Rapid Diagnostic Tests (RDTs) it may be possible to adapt two test strategy for HIV diagnosis instead of the recommended three test strategy. The authors reviewed programmatic data on HIV testing to explore whether use of two rapid tests for HIV diagnosis as against three tests could be a feasible approach without compromising the quality and readability of testing. Data on the HIV diagnosis performed on serum specimens collected for the period of one year (2011-12) from 82 Integrated Testing and Counselling Centers (ICTCs) or Prevention of Parent to Child Transmission Centers (PPTCTs) associated with State reference Laboratories (SRLs) was analysed. Out of 654258 results that were analysed 25168 (3.84%) specimens were positives. It was observed that both two and three test algorithms provided similar results for majority (>99%) of the HIV positive specimens. Discordance was observed in labelling of specimen with inconclusive status (N = 21), however the true status of these samples could not be obtained. The analysis indicated that the use of two test algorithm will have programmatic benefits in terms of reduced financial burden to the programme and ease of procurement, shipment and storage before and after distribution without comprising the quality of the testing. The prospective study would confirm this observation. 展开更多
关键词 HIV testing TWO test Strategy Rapid DIAGNOSTIC tests (RDT) National AIDS Control program (NACP)
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Approach of Separately Applying Unit Testing to AspectJ Program
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作者 顾海波 卢炎生 《Journal of Southwest Jiaotong University(English Edition)》 2008年第3期227-232,共6页
A unit testing approach for AspectJ programs is proposed to separately test aspect units which have their own states. In the approach, aspects under test are converted to classes before execution of unit testing. In t... A unit testing approach for AspectJ programs is proposed to separately test aspect units which have their own states. In the approach, aspects under test are converted to classes before execution of unit testing. In the conversion process, the context information passed through pointcut is transformed into advices, then the advices are converted to class member methods, and conflicts in the conversion result, if any, are resolved finally. The unit testing process consists of generating test cases, executing test cases and checking results. 展开更多
关键词 Aspect-oriented programming AspectJ program Unit testing testing approach
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A SEQUENTIAL TESTING PROGRAM FOR PREDICTING AND IDENTIFICATING CARCINOGENS AND ITS APPLICATION
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作者 周宗灿 方积乾 +2 位作者 王纪宪 傅娟龄 徐厚恩 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 1992年第1期71-81,共11页
In this paper our studies about the sequential testing program for predicting and identificating carcinogens, sequential discriminant method and cost- effectiveness analysis are summarized. The analysis of our databas... In this paper our studies about the sequential testing program for predicting and identificating carcinogens, sequential discriminant method and cost- effectiveness analysis are summarized. The analysis of our database of carcinogeniclty and genotoxicity of chemicals demonstrates the uncertainty . of short- term tests ( STTs ) to predict carcinogens and the results of most routine STTs are statistically dependent. We recommend the sequential testing program combining STTs and carclnogenicity assay, the optimal STT batteries, the rules of the sequential discrimination and the preferal choices of STTs tor specific chemical class. For illustrative pmposes the carclnogenicity prediction of several sample chamicals is presented. The results of cost-effectiveness analysis suggest that this program has vast social-economic effectiveness. 展开更多
关键词 STT A SEQUENTIAL testING program FOR PREDICTING AND IDENTIFICATING CARCINOGENS AND ITS APPLICATION MNT PRO test 加加
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Evaluation of a Voluntary Control Program for the Detection of Bovine Leukemia Virus Antibodies Based on Agar Gel Immunodiffusion Test in Dairy Farms in Costa Rica
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作者 Gaby Dolz Francine Huijsen +1 位作者 Carlos Jiménez Luis L. Rodríguez 《Open Journal of Veterinary Medicine》 2015年第12期229-233,共5页
Cattle from 20 dairy farms were serologically tested over a five-year period using agar gel immunodiffusion test (AGIDT) as part of a voluntary Bovine Leukemia Virus (BLV) control program. After five years of removing... Cattle from 20 dairy farms were serologically tested over a five-year period using agar gel immunodiffusion test (AGIDT) as part of a voluntary Bovine Leukemia Virus (BLV) control program. After five years of removing infected animals from the herds based on BLV-AGIDT serological status, blood samples from 332 cattle in these farms were collected and analyzed side by side by AGIDT and enzyme-linked immunosorbent assay (ELISA) to detect antibodies against BLV. AGIDT detected 29.2% (97) and 16.0% (53) of the animals as positive and weak positive respectively, whereas ELISA detected 58.2% (193) cattle as positive. The prevalence of BLV-antibodies determined with AGIDT in the dairy farms oscillated between 0% and 86%, whereas prevalence determined by ELISA ranged between 28% and 100% in the same farms. Although both techniques showed similarly results in farms with high BLV-prevalence, ELISA detected a larger proportion of BLV-positive, especially in farms with low or no BLV-prevalence based on AGIDT, leading to wrong assumptions in terms of farm level control efforts. Our results strongly suggest that AGIDT alone is inadequate to implement BLV control programs and ELISA is a more adequate test for BLV surveillance and control programs. 展开更多
关键词 BLV SEROLOGICAL testing Control programS
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Towards Semantic Mutation Testing of Aspect-Oriented Programs
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作者 Abdul Azim Abdul Ghani 《Journal of Software Engineering and Applications》 2013年第10期5-13,共9页
Aspect-oriented programs have received much attention from software testing researchers. Various testing techniques and approaches have been proposed to tackle issues and challenges when testing aspect-oriented progra... Aspect-oriented programs have received much attention from software testing researchers. Various testing techniques and approaches have been proposed to tackle issues and challenges when testing aspect-oriented programs including traditional mutation testing. In traditional mutation testing of aspect-oriented programs, mutants are generated by making small changes to the syntax of the aspect-oriented language. Recently, a new approach known as semantic mutation testing has been proposed. This approach mutates the semantics of the language in which the program is written. The mutants generated misunderstandings of the language which are different classes of faults. Aspect-oriented programming presents itself with different properties that can be further explored with respect to semantic mutation testing. This paper describes various possible scenarios that semantic mutation testing strategy might have particular value in testing aspect-oriented programs. 展开更多
关键词 ASPECT-ORIENTED program testING MUTATION testING SEMANTIC MUTATION testING
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Impact of early refined nursing program on prognosis of middleaged and elderly patients with cognitive dysfunction combined with cerebral infarction
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作者 Hui-Lian Xiong Zhi-Xin Li +2 位作者 Xin Lu Yan-Hua Lu Ping Zhong 《World Journal of Psychiatry》 SCIE 2024年第7期1034-1042,共9页
BACKGROUND Cerebral infarction is a local or extensive necrosis of brain tissue.Subsequently,the corresponding neurological deficits appear.The incidence of cerebrovascular diseases in China is increasing gradually.Af... BACKGROUND Cerebral infarction is a local or extensive necrosis of brain tissue.Subsequently,the corresponding neurological deficits appear.The incidence of cerebrovascular diseases in China is increasing gradually.After the onset of cerebrovascular disease,the most common sequelae include movement disorders,language disorders,and cognitive dysfunction.AIM To investigate the effect of early refined nursing program on the prognosis of middle-aged and elderly patients with cerebral infarction combined with cognitive dysfunction.METHODS A retrospective study was conducted to divide 60 patients with cerebral infarction and cognitive impairment into an experimental group(n=32)and a control group(n=28).The experimental group received early intensive care every day,and the control group received daily routine care.The scores of the Mini-Mental State Examination(MMSE)and the Trail Making Test(TMT),as well as the latency and amplitude of the event-related potential P300,were used as main indicators to evaluate changes in cognitive function,and changes in BDNF,TGF-β,and GDNF expression were used as secondary indicators.RESULTS Both groups experienced notable enhancements in MMSE scores,with the experi-mental group demonstrating higher scores than the control group(experimental:28.75±2.31;control:25.84±2.87).Moreover,reductions in TMT-A and TMT-B scores were observed in both groups(experimental:TMT-A 52.36±6.18,TMT-B 98.47±10.23;control:TMT-A 61.48±7.92,TMT-B 112.63±12.55),with the experimental group displaying lower scores.P300 Latency decreased(experimental:270.63 ms±14.28 ms;control:285.72 ms±16.45 ms),while amplitude increased(experimental:7.82μV±1.05μV;control:6.35μV±0.98μV)significantly in both groups,with superior outcomes in the experimental cohort.Additionally,the levels of the growth factors BDNF,TGF-β1,and GDNF surged(experimental:BDNF 48.37 ng/mL±5.62 ng/mL,TGF-β152.14 pg/mL±4.28 pg/mL,GDNF 34.76 ng/mL±3.89 ng/mL;control:BDNF 42.58 ng/mL±4.73 ng/mL,TGF-β146.23 pg/mL±3.94 pg/mL,GDNF 30.25 ng/mL±2.98 ng/mL)in both groups,with higher levels in the experimental group.CONCLUSION For middle-aged and elderly patients with cerebral infarction and cognitive dysfunction,early refined nursing can significantly improve their cognitive function and prognosis. 展开更多
关键词 Early refined nursing program Cerebral infraction Cognitive impairment PSYCHIATRY Trajectory test
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Prediction of seismic-induced bending moment and lateral displacement in closed and open-ended pipe piles:A genetic programming approach
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作者 Laith Sadik Duaa Al-Jeznawi +2 位作者 Saif Alzabeebee Musab A.Q.Al-Janabi Suraparb Keawsawasvong 《Artificial Intelligence in Geosciences》 2024年第1期82-95,共14页
Ensuring the reliability of pipe pile designs under earthquake loading necessitates an accurate determination of lateral displacement and bending moment,typically achieved through complex numerical modeling to address... Ensuring the reliability of pipe pile designs under earthquake loading necessitates an accurate determination of lateral displacement and bending moment,typically achieved through complex numerical modeling to address the intricacies of soil-pile interaction.Despite recent advancements in machine learning techniques,there is a persistent need to establish data-driven models that can predict these parameters without using numerical simulations due to the difficulties in conducting correct numerical simulations and the need for constitutive modelling parameters that are not readily available.This research presents novel lateral displacement and bending moment predictive models for closed and open-ended pipe piles,employing a Genetic Programming(GP)approach.Utilizing a soil dataset extracted from existing literature,comprising 392 data points for both pile types embedded in cohesionless soil and subjected to earthquake loading,the study intentionally limited input parameters to three features to enhance model simplicity:Standard Penetration Test(SPT)corrected blow count(N60),Peak Ground Acceleration(PGA),and pile slenderness ratio(L/D).Model performance was assessed via coefficient of determination(R^(2)),Root Mean Squared Error(RMSE),and Mean Absolute Error(MAE),with R^(2) values ranging from 0.95 to 0.99 for the training set,and from 0.92 to 0.98 for the testing set,which indicate of high accuracy of prediction.Finally,the study concludes with a sensitivity analysis,evaluating the influence of each input parameter across different pile types. 展开更多
关键词 Genetic programming Pipe piles Lateral response Bending moment Earthquake loading Standard penetration test Machine learning
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面向产品检验的自动测试系统的快速开发方法
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作者 康京山 赵文明 +2 位作者 李立哲 王丽红 隰江雨 《计算机测量与控制》 2025年第6期18-29,46,共13页
针对产品研制生产企业为实现产品检验中电性能测试而开发自动测试系统的需求,提出了以充分利用企业现有仪器、快速构建测试系统、提高自动化程度为目标的硬件体系结构设计;提出了一种软件体系结构设计并开发了应用框架软件,该设计采用... 针对产品研制生产企业为实现产品检验中电性能测试而开发自动测试系统的需求,提出了以充分利用企业现有仪器、快速构建测试系统、提高自动化程度为目标的硬件体系结构设计;提出了一种软件体系结构设计并开发了应用框架软件,该设计采用一种开放式的自动测试脚本,提高对测试需求变化的快速适应能力,采用仪器驱动封装层屏蔽不同驱动体系结构之间以及不同仪器驱动程序之间的差异,从而为测试程序的可移植性以及仪器的互换性提供支持,采用便于软件重用的设计以缩短软件开发周期;结合应用案例,给出了系统开发的详细过程与验证结果;对于产品检验自动测试系统开发中重要技术选择以及硬件与软件的开发具有参考价值。 展开更多
关键词 自动测试系统(ATS) 通用接口总线(GPIB) 局域网在仪器领域的扩展(LXI) 测试程序(tp) 虚拟仪器软件体系结构(VISA) 可互换虚拟仪器(IVI) 可互换性
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