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Circuit Implementations,Bifurcations and Chaos of a Novel Fractional-Order Dynamical System 被引量:1
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作者 闵富红 邵书义 +1 位作者 黄雯迪 王恩荣 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第3期21-25,共5页
Linear transfer function approximations of the fractional integrators 1Is~ with m ^- 0.80-0.99 with steps of 0.01 are calculated systemically from the fractional order calculus and frequency-domain approximation metho... Linear transfer function approximations of the fractional integrators 1Is~ with m ^- 0.80-0.99 with steps of 0.01 are calculated systemically from the fractional order calculus and frequency-domain approximation method. To illustrate the effectiveness for fractional functions, the magnitude Bode diagrams of the actual and approximate transfer functions 1Ism with a slope of -20m dB//decade are depicted. By using the transfer function approxima- tions of the fractional integrators, a new fractional-order nonlinear system is investigated through the bifurcation diagram and Lyapunov exponent. The corresponding circuit of the fractional-order system is designed and the experimental results match perfectly with the numerical simulations. 展开更多
关键词 In Circuit implementations Bifurcations and Chaos of a Novel Fractional-Order Dynamical System
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Efficient Implementations of NTRU in Wireless Network 被引量:1
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作者 Xin Zhan Rui Zhang +2 位作者 Zhilong Xiong Zhaoxia Zheng Zhenglin Liu 《Communications and Network》 2013年第3期485-492,共8页
NTRU is a lattice-based public key cryptosystem featuring reasonably short, easily created keys, high speed, and low memory requirements, seems viable for wireless network. This paper presents two optimized designs ba... NTRU is a lattice-based public key cryptosystem featuring reasonably short, easily created keys, high speed, and low memory requirements, seems viable for wireless network. This paper presents two optimized designs based on the enhanced NTRU algorithm. One is a light-weight and fast NTRU core, it performs encryption only. This work has a gate-count of 1175 gates and a power consumption of 1.51 μW. It can finish the whole encryption process in 1498 μs at 500 kHz. As such, it is perfect for wireless sensor network. Another high-speed NTRU core is capable of both encryption and decryption, with delays of 16,064 μs and 128,010 μs in encryption and decryption respectively. Moreover, it consists of 25,758 equivalent gates and has a total power consumption of 59.2 μW (it will be reduced greatly if low power methods were adopted). This core is recommended to be used in base stations or servers in wireless network. 展开更多
关键词 WIRELESS NETWORK PUBLIC KEY CRYPTOSYSTEM NTRU Efficient implementations
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Stochastic Design of Enhanced Network Management Architecture and Algorithmic Implementations 被引量:1
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作者 Song-Kyoo Kim 《American Journal of Operations Research》 2013年第1期87-93,共7页
The paper is focused on available server management in Internet connected network environments. The local backup servers are hooked up by LAN and replace broken main server immediately and several different types of b... The paper is focused on available server management in Internet connected network environments. The local backup servers are hooked up by LAN and replace broken main server immediately and several different types of backup servers are also considered. The remote backup servers are hooked up by VPN (Virtual Private Network) with high-speed optical network. A Virtual Private Network (VPN) is a way to use a public network infrastructure and hooks up long-distance servers within a single network infrastructure. The remote backup servers also replace broken main severs immediately under the different conditions with local backups. When the system performs a mandatory routine maintenance of main and local backup servers, auxiliary servers from other location are being used for backups during idle periods. Analytically tractable results are obtained by using several mathematical techniques and the results are demonstrated in the framework of optimized networked server allocation problems. The operational workflow give the guidelines for the actual implementations. 展开更多
关键词 STOCHASTIC Network Management N-POLICY CLOSED QUEUE Algorithmic Implementation STOCHASTIC Optimization
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High Speed Digital Oscillator Implementations Based on Advanced Arithmetic and Architecture Techniques 被引量:1
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作者 Ali Shatnawi Mufleh Shatnawi 《Circuits and Systems》 2013年第3期252-263,共12页
The advances of digital arithmetic techniques permit computer designers to implement high speed application specific chips. The currently produced digital circuits have demonstrated high performance in terms of severa... The advances of digital arithmetic techniques permit computer designers to implement high speed application specific chips. The currently produced digital circuits have demonstrated high performance in terms of several criteria, such as, high clock rate, short input/output delay, small silicon area, and low power dissipation. In this paper, we implement several sinusoidal generation methods to optimize their performance and output using advanced digital arithmetic techniques. In this paper, the implementations of advanced digital oscillator structures with and without pipelining are proposed. The synthesis results of the implementation with pipelining have proven that it is superior to other sinusoidal generation methods in terms of the maximum frequency and signal resolution. Hence, this method is used in the design of the proposed digital oscillator chip. 展开更多
关键词 DIGITAL OSCILLATOR Single-Output DIGITAL OSCILLATOR Multiple-Output DIGITAL OSCILLATOR ADVANCED ARITHMETIC TECHNIQUES HARDWARE Implementation
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Quantum Algorithms and Experiment Implementations Based on IBM Q
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作者 Wenjie Liu Junxiu Chen +3 位作者 Yinsong Xu Jiahao Tang Lian Tong Xiaoyu Song 《Computers, Materials & Continua》 SCIE EI 2020年第11期1671-1689,共19页
With the rapid development of quantum theory and technology in recent years,especially the emergence of some quantum cloud computing platforms,more and more researchers are not satisfied with the theoretical derivatio... With the rapid development of quantum theory and technology in recent years,especially the emergence of some quantum cloud computing platforms,more and more researchers are not satisfied with the theoretical derivation and simulation verification of quantum computation(especially quantum algorithms),experimental verification on real quantum devices has become a new trend.In this paper,three representative quantum algorithms,namely Deutsch-Jozsa,Grover,and Shor algorithms,are briefly depicted,and then their implementation circuits are presented,respectively.We program these circuits on python with QISKit to connect the remote real quantum devices(i.e.,ibmqx4,ibmqx5)on IBM Q to verify these algorithms.The experimental results not only show the feasibility of these algorithms,but also serve to evaluate the functionality of these devices. 展开更多
关键词 Quantum algorithms implementation circuit IBM Q QISKit program
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What are the key determinants to fostering equity within coronavirus disease 2019(COVID-19)vaccination deployment initiatives in Nigeria?A scoping review 被引量:1
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作者 Asua Okolie Shahreen Rahman +1 位作者 Anita Kothari Obidimma Ezezika 《Global Health Journal》 2025年第1期12-19,共8页
Objective:This review aimed to identify the barriers and facilitators to equitable coronavirus disease 2019(COVID-19)vaccine distribution in Nigeria using the consolidated framework for implementation research(CFIR).M... Objective:This review aimed to identify the barriers and facilitators to equitable coronavirus disease 2019(COVID-19)vaccine distribution in Nigeria using the consolidated framework for implementation research(CFIR).Methods:A comprehensive search strategy was applied across five databases—Web of Science,MEDLINE,EMBASE,CAB Direct,and CINAHL.The search,conducted as part of a scoping review,yielded 2,751 citations.Seven studies met the inclusion criteria after screening.Data were extracted and analyzed using CFIR constructs to identify key barriers and facilitators to equitable vaccine distribution.Results:Six barriers were identified:limited physical and socioeconomic access,bribery,nepotism,and insufficient availability of translated information.Facilitators included community involvement as local monitoring agents,unannounced staff inspections,healthcare worker training tailored to community needs,and localized outreach strategies such as jingles and call-in programs.CFIR constructs,including Local Conditions,Tailoring Strategies,Available Resources,and Physical Infrastructure,provided a framework for analyzing the findings.Conclusion:This review highlights significant barriers and promising facilitators to equitable vaccine distribution in Nigeria.Targeted interventions,such as community engagement,anti-corruption measures,and culturally tailored strategies,are critical to addressing these challenges and improving access.These findings underscore the need for localized,equity-focused approaches to enhance vaccine distribution systems in Nigeria and other low-resource settings. 展开更多
关键词 Coronavirus disease 2019(COVID-19) VACCINATION Vaccine equity NIGERIA Healthcare disparities Implementation science Health system strengthening Equity in vaccine distribution Socioeconomic barriers Geographic disparities Public health policy Community engagement Tailored outreach Consolidated framework for implementation research(CFIR)framework Vaccine hesitancy Health disparities in LMICs Global health equity
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About KIT
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《Asian Agricultural Research》 2025年第11期47-47,共1页
The Royal Tropical Institute(KIT)in Amsterdam is an independent centre of knowledge and expertise in the areas of international and intercultural cooperation,operating at the interface between theory and practice and ... The Royal Tropical Institute(KIT)in Amsterdam is an independent centre of knowledge and expertise in the areas of international and intercultural cooperation,operating at the interface between theory and practice and between policy and implementation.The Institute contributes to sustainable development,poverty alleviation and cultural preservation and exchange. 展开更多
关键词 cultural preservation implementation sustainable development theory practice intercultural cooperation international cooperation sustainable developmentpoverty alleviation policy implementation
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Mechanism and Implementation Panths of Low-Altitude Economy in Promoting Transformation and Upgrading of Tourism Industry in Zhejiang Province
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作者 Zhenzi GUO 《Asian Agricultural Research》 2025年第8期13-15,26,共4页
Taking Zhejiang Province as an example,this paper explores the mechanisms and implementation pathways through which the low-altitude economy drives the transformation and upgrading of the tourism industry.It finds tha... Taking Zhejiang Province as an example,this paper explores the mechanisms and implementation pathways through which the low-altitude economy drives the transformation and upgrading of the tourism industry.It finds that the low-altitude economy can effectively promote the development of high-end and diversified tourism in Zhejiang by innovating tourism formats,optimizing resource allocation,and enhancing tourist experiences.Besides,it analyzes the current development status of the low-altitude economy in Zhejiang and its potential for integration with tourism,revealing specific enabling pathways for tourism transformation,including low-altitude sightseeing,aviation tourism,and low-altitude sports.Finally,it proposes policy recommendations such as strengthening policy support,enhancing infrastructure development,and cultivating market entities.The findings aim to provide theoretical references and practical guidance for the high-quality development of tourism in Zhejiang Province. 展开更多
关键词 LOW-ALTITUDE ECONOMY Transformation and upgrading of the tourism industry Action MECHANISM IMPLEMENTATION path ZHEJIANG Province
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Smart Healthcare:The Role of Digital Health in Modern Medicine
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作者 Nidha Shapoo Naveed Shapoo +1 位作者 Abdul Rehman Noella Boma 《Health Care Science》 2025年第3期179-187,共9页
Digital health is transforming healthcare by integrating advanced technologies to make healthcare more accessible,efficient,and personalized.From electronic health records,telemedicine,wearable devices,and artificial ... Digital health is transforming healthcare by integrating advanced technologies to make healthcare more accessible,efficient,and personalized.From electronic health records,telemedicine,wearable devices,and artificial intelligence to the recent smart hospitals,digital health is improving patient care and outcomes while reducing healthcare costs.However,the integration of digital health faces several challenges,including data privacy,cybersecurity risks,and inequitable access to technology.This article provides an overview of the current state of digital health,key challenges in implementation,and potential solutions to maximize the benefits of digital health and ensure efficient,equitable,and patient‐centered healthcare in the future. 展开更多
关键词 challenges digital health healthcare implementation innovations SOLUTIONS
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Study on the Historical Changes,Characteristics,and Implementation Challenges of Uzbekistan’s Language Policy
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作者 DING Xueling HU Jianqiang 《Cultural and Religious Studies》 2025年第5期233-241,共9页
Language policies are of great significance to a nation’s stability,unity,and development.Uzbekistan’s language policies have reflected the political,economic,and cultural dynamics of different periods throughout hi... Language policies are of great significance to a nation’s stability,unity,and development.Uzbekistan’s language policies have reflected the political,economic,and cultural dynamics of different periods throughout historical changes,influencing social structures and ethnic relations.This paper summarizes the characteristics of Uzbekistan’s language policies in different eras:During the Tsarist Russian period,the Russification of language policies hindered the development of local languages;in the Soviet era,policies adopted a dual approach,promoting both Russian and prioritizing ethnic languages;after independence,Uzbekistan established Uzbek as the state language and emphasized foreign language education.The current language policy in Uzbekistan presents a complex landscape:While emphasizing the dominant role of the national language helps preserve its heritage,it may easily spark ethnic and political tensions;promoting pluralism and inclusivity brings benefits but faces challenges in balancing language statuses,resource allocation,management,and communication;modernization efforts encounter difficulties in standardizing dialects and foreign loanwords;and in international exchanges,there is a need to balance relations with global lingua francas.In conclusion,Uzbekistan’s language policies have undergone unique transformations and face numerous challenges.In-depth research is crucial for improving the country’s policies and enhancing China-Uzbekistan cooperation.Proactive measures are needed to address these challenges,ensuring the sustainability of language policies and fostering greater national prosperity. 展开更多
关键词 Uzbekistan language policy historical changes implementation challenges medical diplomacy
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Optimizing AES S-Box Implementation:A SAT-Based Approach with Tower Field Representations
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作者 Jingya Feng Ying Zhao +1 位作者 Tao Ye Wei Feng 《Computers, Materials & Continua》 2025年第4期1515-1531,共17页
The efficient implementation of the Advanced Encryption Standard(AES)is crucial for network data security.This paper presents novel hardware implementations of the AES S-box,a core component,using tower field represen... The efficient implementation of the Advanced Encryption Standard(AES)is crucial for network data security.This paper presents novel hardware implementations of the AES S-box,a core component,using tower field representations and Boolean Satisfiability(SAT)solvers.Our research makes several significant contri-butions to the field.Firstly,we have optimized the GF(24)inversion,achieving a remarkable 31.35%area reduction(15.33 GE)compared to the best known implementations.Secondly,we have enhanced multiplication implementa-tions for transformation matrices using a SAT-method based on local solutions.This approach has yielded notable improvements,such as a 22.22%reduction in area(42.00 GE)for the top transformation matrix in GF((24)2)-type S-box implementation.Furthermore,we have proposed new implementations of GF(((22)2)2)-type and GF((24)2)-type S-boxes,with the GF(((22)2)2)-type demonstrating superior performance.This implementation offers two variants:a small area variant that sets new area records,and a fast variant that establishes new benchmarks in Area-Execution-Time(AET)and energy consumption.Our approach significantly improves upon existing S-box implementations,offering advancements in area,speed,and energy consumption.These optimizations contribute to more efficient and secure AES implementations,potentially enhancing various cryptographic applications in the field of network security. 展开更多
关键词 AES S-box SAT optimization tower field hardware implementation area efficiency energy consumption
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Numerical analysis of hydro-mechanical coupling behaviour during shearing of rock fractures based on an improved friction factor model
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作者 Xu Zhu Guangyao Si +2 位作者 Chengguo Zhang Joon-Shik Moon Joung Oh 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第10期6079-6094,共16页
Both the complex geometrical morphology of rough-walled rock fractures and the nonlinearity of fluid flow contribute to resistance in fluid flow through rock fractures.The interactions of the shear-flow process furthe... Both the complex geometrical morphology of rough-walled rock fractures and the nonlinearity of fluid flow contribute to resistance in fluid flow through rock fractures.The interactions of the shear-flow process further complicate the characterisation of flow behaviours in rock fractures.In this study,an improved friction factor model involving both the effects of viscous and inertial forces is presented based on the Forchheimer equation.The model incorporates two key variables,i.e.Reynolds number and relative roughness,which reflect the effects of flow regimes and fracture roughness,respectively.The changes in geometrical parameters induced by shearing are considered,with the peak asperity height predicted through a correlation with post-peak roughness degradation.The hydraulic aperture during shearing is estimated using a suggested equation that accounts for the mobilised contact area ratio and variable aperture distribution.The parametric sensitivity analysis reveals that shear-induced changes in fracture geometry enhance the flow nonlinearity in rock fractures.The model performs well in predicting the friction factor based on two validation criteria.Then,the proposed friction factor model is incorporated into the three-dimensional distinct element code(3DEC)in the form of the Darcy-Weisbach equation.Coupled with the numerically implemented mechanical model and hydraulic aperture prediction model,numerical simulations of coupled shear-flow processes in single rock fractures are conducted.The simulation outcomes are validated through comparison with the experimental results,showing acceptable agreement and demonstrating that the numerical model is capable of accurately evaluating the hydro-mechanical coupling behaviour during the shearing of rock fractures. 展开更多
关键词 Rock fracture Friction factor Numerical implementation Fracture geometries Flow nonlinearity Shear-flow coupled
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Opportunities and Challenges of Educational Evaluation in the Metaverse
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作者 Lili Lu Yan Zhao +1 位作者 Peiran Ma Xin Xu 《Journal of Contemporary Educational Research》 2025年第7期226-231,共6页
As an emerging technological form,the metaverse provides innovative transformations for all levels of education-including scenarios,resources,and models-through its highly immersive and powerful social interaction cha... As an emerging technological form,the metaverse provides innovative transformations for all levels of education-including scenarios,resources,and models-through its highly immersive and powerful social interaction characteristics.Educational evaluation is core to assessing teaching effects and improving teaching strategies.With the technical support of the metaverse,challenges in traditional educational evaluation can be addressed,and comprehensive multi-dimensional portraits of individuals and collectives can be depicted,effectively enhancing teaching outcomes.Therefore,it has important value and untapped potential.This paper first analyzes the characteristics of educational evaluation in the metaverse context,discusses possible opportunities and challenges,then explores comprehensive practical paths from macro,meso,and micro levels,providing suggestions for the reform of educational evaluation in the metaverse environment. 展开更多
关键词 Metaverse Educational evaluation Implementation path
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Research on the Implementation Path of Integrating MOOC and Blended Learning in Oncology Education
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作者 Wei Wu Ge Yang Manman Xu 《Journal of Contemporary Educational Research》 2025年第6期291-295,共5页
Oncology covers a wide range of knowledge and is more difficult compared to other clinical disciplines.Therefore,it is crucial to seek an efficient teaching method for oncology education.In recent years,China’s inter... Oncology covers a wide range of knowledge and is more difficult compared to other clinical disciplines.Therefore,it is crucial to seek an efficient teaching method for oncology education.In recent years,China’s internet technology has achieved rapid development.Massive Open Online Course(MOOC),a blended learning approach based on internet technology,has strong applicability to medical education.It can not only improve teaching quality but also promote further reform of the discipline.Based on this,our study searched for relevant research at home and abroad and reviewed the implementation path of integrating MOOC and blended learning in oncology education.This provides a theoretical foundation for the innovation of oncology teaching models,improves the level of oncology teaching,and lays a solid foundation for talent reserves in oncology departments. 展开更多
关键词 Massive open online course Blended learning Oncology teaching Implementation path Research progress
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The Diversified Implementation of College Students’Career Education from the Perspective of Higher Education Internationalization
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作者 Xinpei Liu 《Journal of Contemporary Educational Research》 2025年第10期120-125,共6页
In the wave of higher education internationalization,college students’career education is faced with problems such as inadequate integration of international elements in teaching content,insufficient depth of interna... In the wave of higher education internationalization,college students’career education is faced with problems such as inadequate integration of international elements in teaching content,insufficient depth of international cooperation in practical links,lack of international professional experience among the teaching staff,and insufficient emphasis on the cultivation of multicultural adaptability in the education model.Based on this,this paper deeply explores the new requirements put forward by internationalization for college students’career education and its diversified implementation paths from the perspective of higher education internationalization.It aims to build a comprehensive and multi-level career education system and improve students’international competitiveness through strategies such as constructing an internationalized curriculum system,expanding international cooperation practice projects,strengthening international exchanges and training for teachers,and integrating multicultural education. 展开更多
关键词 Higher education internationalization Career education Diversified implementation Global competence Cross-cultural ability
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Barriers and Facilitators to Implementation of Mindfulness in Motion for Firefighters and Emergency Medical Service Providers
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作者 Beth Steinberg Yulia Mulugeta +3 位作者 Catherine Quatman-Yates Maeghan Williams Anvitha Gogineni Maryanna Klatt 《International Journal of Mental Health Promotion》 2025年第9期1237-1264,共28页
Background:Community-based first responders face high levels of workplace stressors that can pro-foundly impact their physical and mental health.Mindfulness-based interventions have shown promise in decreasing stress ... Background:Community-based first responders face high levels of workplace stressors that can pro-foundly impact their physical and mental health.Mindfulness-based interventions have shown promise in decreasing stress and increasing psychological resilience;however,implementation is difficult due to unpredictability of the job,department culture,and generational preferences.The objective of this qualitative study was to identify and enhance understanding of the specific needs and potential barriers and facilitators for the implementation of mindfulness-based programming for community-based first responders.Methods:A phenomenological qualitative study design was used to gain insights into the lived experiences of first responders and elicit perceptions regarding barriers and facilitators for engaging in mindfulness activities.During virtual semi-structured interviews,eleven career firefighters and emergency medical service(EMS)providers offered feedback relative to worksite mindfulness practices,and the use of a stress reduction smartphone application.The Consolidated Framework for Implementation Research was used to guide the analysis relative to barriers and facilitators of implementation success and sustainability.Results:First responders expressed openness to mindfulness-based interventions and a smartphone app that would provide stress reduction content,however,they were adamant that programming needed to be accessible and easily integrated into their workday.They also reinforced that organizational culture and leadership support for their health and well-being were overarching factors essential for implementation success.Conclusions:First responders were supportive of evidence-based mindfulness practices,optimally developed and/or facilitated by someone with intimate knowledge of their unique work environments and challenges.Organizational culture and leadership support were essential for implementation success and sustainability. 展开更多
关键词 MINDFULNESS mental health stress firefighters emergency medical service(EMS)providers IMPLEMENTATION barriers and facilitators
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Implementation of school-based mass drug administration of praziquantel in Nigeria:barriers,facilitators and opportunities for improvement
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作者 Obidimma Ezezika Omolola Olorunbiyi +3 位作者 Jenny Gong Olabanji Surakat Jonathan Ogoji Obiageli Nebe 《Global Health Journal》 2025年第2期136-144,共9页
Objective:The World Health Organization recommends annual preventive chemotherapy with a single dose of praziquantel at≥75%treatment coverage,but as of 2021,the national coverage rate in Nigeria among children falls ... Objective:The World Health Organization recommends annual preventive chemotherapy with a single dose of praziquantel at≥75%treatment coverage,but as of 2021,the national coverage rate in Nigeria among children falls below 10%.This qualitative study sought to explore the barriers and facilitators to implementing large-scale praziquantel mass drug administration(MDA)programs for school-aged children in Nigeria to delineate tools and strategies that could improve the scaling-up and effectiveness of school-based praziquantel MDA programs.Methods:An exploratory qualitative study was conducted with stakeholders with experience in MDAs involving praziquantel or related preventive chemotherapy drugs in Nigeria.Through snowball sampling,30 stakeholders with experience in praziquantel school-based MDA in Nigeria were interviewed.An inductive approach was used to generate broad themes based on the barriers and facilitators identified by the key informants.Results:A total of 45 barriers and 36 facilitators were identified and grouped inductively into eight themes:funding and resources,design and composition of praziquantel tablets,knowledge and awareness mobilization,government,nongovernmental organization,and school engagement,data management,logistics,training,and security.Conclusion:This qualitative study reveals a wide range of barriers and facilitators in the MDA of praziquantel in Nigeria and uncovered critical points along the implementation pathway based on the locus of the barriers and facilitators identified.Collaboration with national,international,and non-profit organizations,and drug education through promotional materials,were the most frequently mentioned facilitators of the MDA program.In addition,insufficient program funding,and the complexity of the supply chain were the most cited barriers. 展开更多
关键词 PRAZIQUANTEL Mass drug administration(MDA) SCHISTOSOMIASIS School-aged children(SAC) NIGERIA Implementation science
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Core issues in the construction and implementation of synergistic Chinese-Western medicine clinical treatment strategies
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作者 LAI Honghao MA Ning +3 位作者 LIU Jiayi ZHAO Weilong PAN Bei GE Long 《World Journal of Integrated Traditional and Western Medicine》 2025年第3期135-144,共10页
The demand for Chinese-Western medicine collaboration has grown significantly,but current integration methods have substantial limitations.This article analyzes core issues in developing and implementing synergistic C... The demand for Chinese-Western medicine collaboration has grown significantly,but current integration methods have substantial limitations.This article analyzes core issues in developing and implementing synergistic Chinese-Western medicine clinical treatment strategies and explores the transformation from traditional integration to genuine synergistic models.We analyzed methodological obstacles in synergistic strategy development through literature review and theoretical analysis,and explored applications of intelligent technology in strategy development.Four core challenges were identified:(1)Treatment timing coordination difficulties caused by different decision-making approaches,with Chinese medicine using syndrome-based assessments and Western medicine relying on standardized measurements;(2)Treatment selection complexities when integrating different types of evidence,lacking frameworks for evaluating and combining diverse evidence sources;(3)Obstacles in incorporating patient preferences systematically,with inadequate assessment methods and unclear integration mechanisms;(4)Implementation barriers in translating synergistic strategies into clinical practice,requiring changes in organizational structures,workflows,and evaluation systems.Large language models(LLMs)and other intelligent technologies offer technical support for addressing these methodological challenges.This article examines current challenges in developing synergistic Chinese-Western medicine clinical strategies,analyzing the shift from traditional integration toward synergistic approaches and identifying four core methodological obstacles.Exploring intelligent technology applications provides insights to inform future research directions and clinical practice development in integrated healthcare delivery. 展开更多
关键词 Integrative Chinese-Western medicine Evidence synthesis Clinical coordination Practice implementation
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A Quality of Service Analysis of FPGA-Accelerated Conv2D Architectures for Brain Tumor Multi-Classification
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作者 Ayoub Mhaouch Wafa Gtifa +2 位作者 Turke Althobaiti Hamzah Faraj Mohsen Machhout 《Computers, Materials & Continua》 2025年第9期5637-5663,共27页
In medical imaging,accurate brain tumor classification in medical imaging requires real-time processing and efficient computation,making hardware acceleration essential.Field Programmable Gate Arrays(FPGAs)offer paral... In medical imaging,accurate brain tumor classification in medical imaging requires real-time processing and efficient computation,making hardware acceleration essential.Field Programmable Gate Arrays(FPGAs)offer parallelism and reconfigurability,making them well-suited for such tasks.In this study,we propose a hardware-accelerated Convolutional Neural Network(CNN)for brain cancer classification,implemented on the PYNQ-Z2 FPGA.Our approach optimizes the first Conv2D layer using different numerical representations:8-bit fixed-point(INT8),16-bit fixed-point(FP16),and 32-bit fixed-point(FP32),while the remaining layers run on an ARM Cortex-A9 processor.Experimental results demonstrate that FPGA acceleration significantly outperforms the CPU(Central Processing Unit)based approach.The obtained results emphasize the critical importance of selecting the appropriate numerical representation for hardware acceleration in medical imaging.On the PYNQ-Z2 FPGA,the INT8 achieves a 16.8%reduction in latency and 22.2%power savings compared to FP32,making it ideal for real-time and energy-constrained applications.FP16 offers a strong balance,delivering only a 0.1%drop in accuracy compared to FP32(94.1%vs.94.2%)while improving latency by 5%and reducing power consumption by 11.1%.Compared to prior works,the proposed FPGA-based CNN model achieves the highest classification accuracy(94.2%)with a throughput of up to 1.562 FPS,outperforming GPU-based and traditional CPU methods in both accuracy and hardware efficiency.These findings demonstrate the effectiveness of FPGA-based AI acceleration for real-time,power-efficient,and high-performance brain tumor classification,showcasing its practical potential in next-generation medical imaging systems. 展开更多
关键词 Brain cancer hardware implementation convolutional neural networks performance evaluation efficient computing real-time medical applications
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Insights into a machine learning-based prediction model for colorectal polyp recurrence after endoscopic mucosal resection
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作者 Guang-Yao Li Lu-Lu Zhai 《World Journal of Gastroenterology》 2025年第31期130-132,共3页
In 2025,Shi et al constructed a model utilizing machine learning techniques to predict the one-year recurrence of colorectal polyps following endoscopic mucosal resection,showing excellent discriminatory performance w... In 2025,Shi et al constructed a model utilizing machine learning techniques to predict the one-year recurrence of colorectal polyps following endoscopic mucosal resection,showing excellent discriminatory performance with an area under the curve exceeding 0.90.However,limitations exist regarding its narrow temporal scope,potential overestimation due to feature collinearity and imputation opacity,and limited generalizability due to single-center derivation and validation.Moreover,no clear clinical implementation strategy was outlined.Prospective multicenter validation and integration of endoscopist variability,longitudinal outcome data,and deployment mechanisms are warranted to ensure broader applicability and clinical utility. 展开更多
关键词 Colorectal polyp recurrence Endoscopic mucosal resection Machine learning Risk prediction Clinical implementation External validation
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