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基于YOLOv5s-Lite的柑橘害虫识别加速器设计与实现
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作者 宋绍剑 贾明瑞 李刚 《小型微型计算机系统》 北大核心 2025年第7期1674-1683,共10页
针对农作物害虫自动监测系统片上资源相对受限的特点,设计了一种基于FPGA+ARM的柑橘害虫自动识别系统.首先,对原YOLOv5s模型的CBS和CSP模块进行模型改进,建立了一种高并行、高吞吐量的轻量化YOLOv5s-Lite柑橘害虫识别模型;然后,为了将... 针对农作物害虫自动监测系统片上资源相对受限的特点,设计了一种基于FPGA+ARM的柑橘害虫自动识别系统.首先,对原YOLOv5s模型的CBS和CSP模块进行模型改进,建立了一种高并行、高吞吐量的轻量化YOLOv5s-Lite柑橘害虫识别模型;然后,为了将训练好的害虫识别模型部署到FPGA中,对输入像素及权重进行8位定点量化,采用RTL(Register Transfer Level)方法和Verilog HDL(Hardware Description Language)将卷积神经网络(CNN)的基本网络映射到FPGA的片上资源;接着,为了充分挖掘FPGA的硬件资源潜力,对建立的YOLOv5s-Lite模型进行了硬件算法优化;最后,在ZYNQ 7020硬件平台上实现了害虫的自动识别.结果表明:优化后的加速器对FPGA的LUT(Lookup Table)、FF(Flip Flop)、BRAM(Block RAM)、DSP(Digital Signal Processor)等主要资源的占用率更低,吞吐量和能源效率分别提升了3.06和2.4倍. 展开更多
关键词 CNN加速器 FPGA YOLOv5s-lite 柑橘害虫
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应急情景下融合改进D^(*)Lite算法和DWA算法的无人驾驶汽车路径规划
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作者 刘连玉 巩在武 +1 位作者 张雪 吴穹 《控制与决策》 北大核心 2025年第10期2985-2994,共10页
针对传统路径规划算法在无人驾驶应急场景中存在的环境建模失真、路径搜索效率以及安全性不足等局限,提出一种基于高精度城市电子地图的“全局-局部”耦合路径规划框架.该框架通过融合改进D^(*)Lite算法和动态窗口法(DWA),能够实现全局... 针对传统路径规划算法在无人驾驶应急场景中存在的环境建模失真、路径搜索效率以及安全性不足等局限,提出一种基于高精度城市电子地图的“全局-局部”耦合路径规划框架.该框架通过融合改进D^(*)Lite算法和动态窗口法(DWA),能够实现全局路径动态优化与局部避障协同控制.在全局规划中,使用五邻域搜索策略替代八邻域搜索,可有效避免路径曲折问题;同时,结合风险系数构造多目标代价函数,能够显著降低路径累积风险值.在局部规划中,设计一种基于风险感知机制的动态评价函数,增强局部避障的实时性和安全性.仿真结果表明,与现有文献相比,所提出耦合算法在路径规划效率、路径安全性、平滑度等方面均有显著的提升.进一步地,通过交通事故规避、突发乘客需求响应等典型应急场景验证所提出算法的鲁棒性,为无人驾驶安全行驶提供了理论支持. 展开更多
关键词 无人驾驶 应急路径规划 “全局-局部”耦合算法 D^(*)lite算法 动态窗口法
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基于YOLOv5-Lite与RK3566的图像识别系统研究
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作者 陈棹熙 郑培煜 +5 位作者 陈洁琳 丁必伟 魏依婷 梅德华 刘子扬 罗平 《科技创新与应用》 2025年第22期6-10,15,共6页
目前图像识别是计算机领域的重要任务,其目标是自动定位和识别图像中特定目标的位置。但目前主流的基于深度学习的目标检测算法计算量较大、模型参数量较高,导致在资源受限的嵌入式平台上部署过程繁琐、检测速度较低。该文针对以上问题... 目前图像识别是计算机领域的重要任务,其目标是自动定位和识别图像中特定目标的位置。但目前主流的基于深度学习的目标检测算法计算量较大、模型参数量较高,导致在资源受限的嵌入式平台上部署过程繁琐、检测速度较低。该文针对以上问题,提出基于YOLOv5-Lite搭建图像识别系统,该算法是基于YOLOv5的轻量化改进。改进后的模型在保持一定检测精度的同时,体积仅为原模型的24.11%,参数量仅为原模型的22.68%,计算复杂度大幅下降,在RK3566开发板上的实时推理速度达到8.67 FPS,对嵌入式平台部署深度学习算法具有重要的研究意义。 展开更多
关键词 YOLOv5-lite RK3566 嵌入式 图像识别 模型轻量化
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Incorporating red blanket protocol within code crimson:Streamlining definitive trauma care amid the chaos
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作者 Sohil Pothiawala Savitha Bhagvan Andrew MacCormick 《World Journal of Critical Care Medicine》 2025年第1期14-19,共6页
The care of a patient involved in major trauma with exsanguinating haemorrhage is time-critical to achieve definitive haemorrhage control,and it requires coordinated multidisciplinary care.During initial resuscitation... The care of a patient involved in major trauma with exsanguinating haemorrhage is time-critical to achieve definitive haemorrhage control,and it requires coordinated multidisciplinary care.During initial resuscitation of a patient in the emergency department(ED),Code Crimson activation facilitates rapid decisionmaking by multi-disciplinary specialists for definitive haemorrhage control in operating theatre(OT)and/or interventional radiology(IR)suite.Once this decision has been made,there may still be various factors that lead to delay in transporting the patient from ED to OT/IR.Red Blanket protocol identifies and addresses these factors and processes which cause delay,and aims to facilitate rapid and safe transport of the haemodynamically unstable patient from ED to OT,while minimizing delay in resuscitation during the transfer.The two processes,Code Crimson and Red Blanket,complement each other.It would be ideal to merge the two processes into a single protocol rather than having two separate workflows.Introducing these quality improvement strategies and coor-dinated processes within the trauma framework of the hospitals/healthcare systems will help in further improving the multi-disciplinary care for the complex trauma patients requiring rapid and definitive haemorrhage control. 展开更多
关键词 Red blanket protocol Code crimson HAEMORRHAGE Trauma
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SegInfer:Binary Network Protocol Segmentation Based on Probabilistic Inference
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作者 Guo Maohua Zhu Yuefei Fei Jinlong 《China Communications》 2025年第6期334-354,共21页
Protocol Reverse Engineering(PRE)is of great practical importance in Internet security-related fields such as intrusion detection,vulnerability mining,and protocol fuzzing.For unknown binary protocols having fixed-len... Protocol Reverse Engineering(PRE)is of great practical importance in Internet security-related fields such as intrusion detection,vulnerability mining,and protocol fuzzing.For unknown binary protocols having fixed-length fields,and the accurate identification of field boundaries has a great impact on the subsequent analysis and final performance.Hence,this paper proposes a new protocol segmentation method based on Information-theoretic statistical analysis for binary protocols by formulating the field segmentation of unsupervised binary protocols as a probabilistic inference problem and modeling its uncertainty.Specifically,we design four related constructions between entropy changes and protocol field segmentation,introduce random variables,and construct joint probability distributions with traffic sample observations.Probabilistic inference is then performed to identify the possible protocol segmentation points.Extensive trials on nine common public and industrial control protocols show that the proposed method yields higher-quality protocol segmentation results. 展开更多
关键词 binary protocol probabilistic inference protocol field segmentation protocol reverse engineering related construction
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Machine Learning-Based Routing Protocol in Flying Ad Hoc Networks: A Review
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作者 Priyanka Manjit Kaur +2 位作者 Deepak Prashar Leo Mrsic Arfat Ahmad Khan 《Computers, Materials & Continua》 2025年第2期1615-1643,共29页
“Flying Ad Hoc Networks(FANETs)”,which use“Unmanned Aerial Vehicles(UAVs)”,are developing as a critical mechanism for numerous applications,such as military operations and civilian services.The dynamic nature of F... “Flying Ad Hoc Networks(FANETs)”,which use“Unmanned Aerial Vehicles(UAVs)”,are developing as a critical mechanism for numerous applications,such as military operations and civilian services.The dynamic nature of FANETs,with high mobility,quick node migration,and frequent topology changes,presents substantial hurdles for routing protocol development.Over the preceding few years,researchers have found that machine learning gives productive solutions in routing while preserving the nature of FANET,which is topology change and high mobility.This paper reviews current research on routing protocols and Machine Learning(ML)approaches applied to FANETs,emphasizing developments between 2021 and 2023.The research uses the PRISMA approach to sift through the literature,filtering results from the SCOPUS database to find 82 relevant publications.The research study uses machine learning-based routing algorithms to beat the issues of high mobility,dynamic topologies,and intermittent connection in FANETs.When compared with conventional routing,it gives an energy-efficient and fast decision-making solution in a real-time environment,with greater fault tolerance capabilities.These protocols aim to increase routing efficiency,flexibility,and network stability using ML’s predictive and adaptive capabilities.This comprehensive review seeks to integrate existing information,offer novel integration approaches,and recommend future research topics for improving routing efficiency and flexibility in FANETs.Moreover,the study highlights emerging trends in ML integration,discusses challenges faced during the review,and discusses overcoming these hurdles in future research. 展开更多
关键词 FANET protocol machine learning
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Deep Auto-Encoder Based Intelligent and Secure Time Synchronization Protocol(iSTSP)for Security-Critical Time-Sensitive WSNs
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作者 Ramadan Abdul-Rashid Mohd Amiruddin Abd Rahman Abdulaziz Yagoub Barnawi 《Computer Modeling in Engineering & Sciences》 2025年第9期3213-3250,共38页
Accurate time synchronization is fundamental to the correct and efficient operation of Wireless Sensor Networks(WSNs),especially in security-critical,time-sensitive applications.However,most existing protocols degrade... Accurate time synchronization is fundamental to the correct and efficient operation of Wireless Sensor Networks(WSNs),especially in security-critical,time-sensitive applications.However,most existing protocols degrade substantially under malicious interference.We introduce iSTSP,an Intelligent and Secure Time Synchronization Protocol that implements a four-stage defense pipeline to ensure robust,precise synchronization even in hostile environments:(1)trust preprocessing that filters node participation using behavioral trust scoring;(2)anomaly isolation employing a lightweight autoencoder to detect and excise malicious nodes in real time;(3)reliability-weighted consensus that prioritizes high-trust nodes during time aggregation;and(4)convergence-optimized synchronization that dynamically adjusts parameters using theoretical stability bounds.We provide rigorous convergence analysis including a closed-form expression for convergence time,and validate the protocol through both simulations and realworld experiments on a controlled 16-node testbed.Under Sybil attacks with five malicious nodes within this testbed,iSTSP maintains synchronization error increases under 12%and achieves a rapid convergence.Compared to state-ofthe-art protocols like TPSN,SE-FTSP,and MMAR-CTS,iSTSP offers 60%faster detection,broader threat coverage,and more than 7 times lower synchronization error,with a modest 9.3%energy overhead over 8 h.We argue this is an acceptable trade-off for mission-critical deployments requiring guaranteed security.These findings demonstrate iSTSP’s potential as a reliable solution for secure WSN synchronization and motivate future work on large-scale IoT deployments and integration with energy-efficient communication protocols. 展开更多
关键词 Time-sensitive wireless sensor networks(TS-WSNs) secure time synchronization protocol trust-based authentication autoencoder model deep learning malicious node detection Internet of Things energyefficient communication protocols
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Tuning the Coefficients of Thermal Expansion of the Crystallized Cordierite Glasses by Thermal Treatment Protocols
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作者 DUAN Qiang KE Xuefei +1 位作者 QIAO Ang TAO Haizheng 《Journal of Wuhan University of Technology(Materials Science)》 2025年第5期1239-1243,共5页
Focusing on the ultralow expansion functionality of the crystalized glass containing the cordierite crystal phase with the molar composition 20.7MgO·20.7Al_(2)O_(3)·51.6SiO_(2)·7.0TiO_(2),we systematica... Focusing on the ultralow expansion functionality of the crystalized glass containing the cordierite crystal phase with the molar composition 20.7MgO·20.7Al_(2)O_(3)·51.6SiO_(2)·7.0TiO_(2),we systematically investigated impacts of thermal treatment protocols on T dependence of coefficients of thermal expansion(CTE).Except for the phase compositions,morphology is identified as another important factor to control the T dependence of CTE.By using X-ray diffraction and scanning electron microscope,various modes of T dependence of CTE for crystallized glasses are ascribed to their different phase compositions and microstructure with finely dispersed nanoparticles.These understanding contributes to the further modification of CTE of the crystalized glass by altering their thermal treatment scenarios. 展开更多
关键词 coefficients of thermal expansion crystalized glass CORDIERITE thermal treatment protocols
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Improving nursing care protocols for diabetic patients through a systematic review and meta-analysis of recent years
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作者 Mónica Grande-Alonso María Barbado García +2 位作者 Soledad Cristóbal-Aguado Soledad Aguado-Henche Rafael Moreno-Gómez-Toledano 《World Journal of Diabetes》 2025年第2期257-269,共13页
BACKGROUND Diabetes mellitus has become one of the major pandemics of the 21st century.In this scenario,nursing interventions are essential for improving self-care and quality of life in patients with type 2 diabetes ... BACKGROUND Diabetes mellitus has become one of the major pandemics of the 21st century.In this scenario,nursing interventions are essential for improving self-care and quality of life in patients with type 2 diabetes mellitus.Nursing interventions are crucial for managing the disease and preventing complications.AIM To analyse nursing interventions in recent years through a systematic review and meta-analysis and to propose improvements in care plans.METHODS This study conducted a systematic review and meta-analysis of the impact of nursing interventions on quantitative glycaemic variables,such as glycated haemoglobin and fasting plasma glucose.RESULTS After confirming that the combined effect of all studies from the past 5 years positively impacts quantitative variables,a descriptive analysis of the studies with the most significant changes was conducted.Based on this,an improvement in diabetic patient care protocols has been proposed through follow-up plans tailored to the patient’s technological skills.CONCLUSION The combined results obtained and the proposal for improvement developed in this manuscript could help to improve the quality of life of many people around the world. 展开更多
关键词 Diabetes mellitus Nursing interventions Systematic review META-ANALYSIS protocol enhancement proposal
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Effect of alpha-tocopherol and OTR-4131 on muscle degeneration after rotator cuff tear in rats:An experimental protocol
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作者 Stavros Stamiris Angeliki Cheva +7 位作者 Michael Potoupnis Elissavet Anestiadou Dimitrios Stamiris Chryssa Bekiari Antonia Loukousia Papavasiliou Kyriakos Eleftherios Tsiridis Ioannis Sarris 《World Journal of Methodology》 2025年第4期287-298,共12页
BACKGROUND Massive rotator cuff tears(RCTs)result in impaired shoulder function and quality of life.These tears lead to structural changes in the rotator cuff muscles,which compromise recovery after repair and increas... BACKGROUND Massive rotator cuff tears(RCTs)result in impaired shoulder function and quality of life.These tears lead to structural changes in the rotator cuff muscles,which compromise recovery after repair and increase re-tear rates.AIM To investigate the potential inhibitory effects of alpha-tocopherol(vitamin E)and OTR-4131 on muscle atrophy,fatty infiltration,and fibrosis in rotator cuff muscles following a massive RCT using a Wistar rat model,and establish a standardized methodology for evaluating potential therapeutic agents.METHODS This protocol outlines a controlled animal study using 40 male Wistar rats,randomized into five groups.The experimental groups will receive either systemic administration of alpha-tocopherol or local administration of OTR-4131 via intramuscular injection into the supraspinatus and infraspinatus muscles.Two sham groups will receive systemic and local saline injections respectively,while a control group will undergo no intervention.The interventions will be administered after surgical transection of the supraspinatus and infraspinatus tendons.Outcomes will be assessed via wet muscle weight measurements,muscle fiber diameter,fatty infiltration percentage,and fibrosis evaluation using histological methods.RESULTS The study anticipates that alpha-tocopherol and OTR-4131 will reduce muscle atrophy,fatty infiltration,and fibrosis compared to control and sham groups,supporting their potential protective role in rotator cuff muscle degeneration.CONCLUSION The results are expected to improve the understanding on the role of alpha-tocopherol and OTR-4131 in rotator cuff muscle protection after massive RCT and may serve as a foundation for further preclinical and clinical research aimed at improving rotator cuff repair outcomes. 展开更多
关键词 Alpha-tocopherol OTR-4131 Rotator cuff tears Experimental protocol Muscle atrophy Fatty infiltration
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Brief Discussion on the Enlightenment of FDA’s Comparability Protocol to the Post-Approval Change Management of New Drugs in China
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作者 Lu Xiaoling Tian Lijuan 《Asian Journal of Social Pharmacy》 2025年第2期126-133,共8页
Objective To discuss the flexible supervision and communication mode in the post-approval change(PAC)of drugs,to explore how to ensure the quality and availability of drugs during the changes,and to provide some sugge... Objective To discuss the flexible supervision and communication mode in the post-approval change(PAC)of drugs,to explore how to ensure the quality and availability of drugs during the changes,and to provide some suggestions and reference for promoting the timely marketing of drugs.Methods Based on the comparability protocol guidelines issued by the US FDA in October 2022,the regulatory status quo of PAC between China and the US was compared to explore the feasibility of implementing comparability protocols in China.Results and Conclusion According to the specific situation of post-approval of drug change supervision,some suggestions were put forward to optimize the PAC management procedure,such as establishing the communication pathways between holders and health authorities,publishing relevant guidance and strengthening training,so as to provide reference for the implementation of comparability protocols in China. 展开更多
关键词 post-approval change quality risk management risk assessment comparability protocol pharmaceutical quality system
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基于树莓派与YOLOv5-Lite模型的日常垃圾识别系统
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作者 王嘉炜 宁勇强 卓赛龙 《智能城市应用》 2025年第3期118-122,共5页
利用深度学习实现视觉检测技术对日常生活垃圾的识别,从而识别种类繁多的传统生活垃圾有重要意义。把在PC端上训练好的YOLOv5s与YOLO v5-Lite目标检测模型分别部署在搭载树莓派系统平台上,并在此平台上搭建深度学习环境,构建垃圾识别系... 利用深度学习实现视觉检测技术对日常生活垃圾的识别,从而识别种类繁多的传统生活垃圾有重要意义。把在PC端上训练好的YOLOv5s与YOLO v5-Lite目标检测模型分别部署在搭载树莓派系统平台上,并在此平台上搭建深度学习环境,构建垃圾识别系统。在不同光照条件下,对这两个模型进行分析对比,实验结果表明,在识别准确率相差1.5%的情况下,YOLO v5-Lite模型相对于原YOLOv5s模型,网络参数量下降了80.86%,模型内存大小下降了75.52%,检测速度提高85.94%。综上所述,文中提出的基于树莓派与YOLOv5-Lite的垃圾识别系统兼顾了准确性好、稳定性好、成本低等综合优点。 展开更多
关键词 垃圾识别 YOLOv5-lite 模型部署 树莓派
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Assessment of Arsenic, Lead, Mercury and Cadmium Pollution in Soils, Sediments and Mining Residues of the Lite-Bala Site Using the GRADSOD Approach
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作者 Ngalula Stéphane Mbuyamba Dinangayi Dorothée Tshilanda +2 位作者 Tshimankinda Pius Mpiana Koto-Te-Nyiwa Ngbolua Christophe Kaki 《Open Journal of Soil Science》 2025年第2期136-155,共20页
This study evaluates the trace element contents (cadmium, lead, mercury and arsenic) in soils, sediments and rock residues of the artisanal gold mining site of Lite-Bala in the Democratic Republic of Congo. Random sam... This study evaluates the trace element contents (cadmium, lead, mercury and arsenic) in soils, sediments and rock residues of the artisanal gold mining site of Lite-Bala in the Democratic Republic of Congo. Random sampling, physicochemical analysis and analysis of total and soluble trace elements by ICP-OES spectrometry as well as calculations of pollution indices (FE and Igeo) and partition coefficient (kd) were carried out in two areas in the dry season and in the rainy season. The soils and sediments of the site are acidic, oxidizing, poor in organic carbon with clayey to sandy textures. Artisanal gold mining at Lite-Bala does not affect, to date, the cadmium, lead, mercury and arsenic contents of soils and sediments. On the other hand, the presence of these elements in rock residues, even in low levels, and the mechanization of this exploitation will have an impact on them in the long term;in particular for Hg used as an input and whose levels are close to the higher standard in surface soils. 展开更多
关键词 Pollution SPECTROMETRY Natural Enrichment Geoaccumulation Pollutant Indicators lite-Bala
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Recommended electrochemical measurement protocol for oxygen evolution reaction
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作者 Chao Wu Ying Tang +5 位作者 Anqi Zou Junhua Li Haoyan Meng Feng Gao Jiagang Wu Xiaopeng Wang 《DeCarbon》 2025年第2期24-49,共26页
Developing highly active and stable oxygen evolution reaction(OER)catalysts necessitates the establishment of a comprehensive OER catalyst database.However,the absence of a standardized benchmarking protocol has hinde... Developing highly active and stable oxygen evolution reaction(OER)catalysts necessitates the establishment of a comprehensive OER catalyst database.However,the absence of a standardized benchmarking protocol has hindered this progress.In this work,we present a systematic protocol for electrochemical measurements to thoroughly evaluate the activity and stability of OER electrocatalysts.We begin with a detailed introduction to constructing the electrochemical system,encompassing experimental setup and the selection criteria for electrodes and electrolytes.Potential contaminants originating from electrolytes,cells,and electrodes are identified and their impacts are discussed.We also examine the effects of external factors,such as temperature,magnetic fields,and natural light,on OER measurements.The protocol outlines operational mechanisms and recommended settings for various electrochemical techniques,including cyclic voltammetry(CV),potentiostatic electrochemical impedance spectroscopy(PEIS),Tafel slope analysis,and pulse voltammetry(PV).We summarize existing evaluation methodologies for assessing intrinsic activities and long-term stabilities of catalysts.Based on these discussions,we propose a comprehensive protocol for evaluating OER electrocatalysts’performance.Finally,we offer perspectives on advancing OER catalysts from laboratory research to industrial applications. 展开更多
关键词 Electrochemical measurement Oxygen evolution reaction Intrinsic activities STABILITIES protocols for OER measurement
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Kelleni’s protocol incorporating non-steroidal anti-inflammatory drugs and nitazoxanide to early manage dengue virus disease:An antiviral silver bullet
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作者 Mina Thabet Kelleni 《World Journal of Clinical Cases》 2025年第28期4-9,共6页
The current recommendation to avoid non-steroidal anti-inflammatory drugs(NSAIDs)in the management of dengue virus disease(DVD)is scientifically considered of very low to low certainty,despite being widely adopted wor... The current recommendation to avoid non-steroidal anti-inflammatory drugs(NSAIDs)in the management of dengue virus disease(DVD)is scientifically considered of very low to low certainty,despite being widely adopted worldwide.The same recommendation,initially made during the coronavirus disease 2019(COVID-19)pandemic,was subsequently proven incorrect.In this clinical report,we present evidence,for the first time globally,from a real-life practice that NSAIDs may actually be lifesaving in the early management of DVD as they have proved to be in COVID-19.Moreover,we propose that the personalized immunemodulatory Kelleni’s protocol,which includes nitazoxanide as a key component,can be safely and effectively used to manage various separate or concomitant viral infections and co-infections,including DVD.Importantly,this article contributes to the current medical knowledge in the global pursuit of a safe and effective broad-spectrum antiviral protocol that can be used to early manage multiple highly infectious viruses.However,it’s crucial that sufficiently powered controlled randomized clinical trials be conducted to thoroughly assess and evaluate the safety of NSAIDs in the early management of DVD as well as the efficacy of nitazoxanide with or without NSAIDs in its management. 展开更多
关键词 COVID-19 DENGUE Influenza Kelleni’s protocol NOROVIRUS SARS-CoV-2 Respiratory syncytial virus
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Efficacy and safety of Guben Tongluo Formula combining losartan potassium in treating chronic kidney disease (stages 1-3): study protocol for a multicenter randomized controlled clinical trial
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作者 Ling Chen Jie Chen +5 位作者 Qi-Ming Xu Lin Liao Yue Guo Li-Qun He Guang-Bo Ge Jing Hu 《Clinical Research Communications》 2025年第1期3-10,共8页
Introduction:With the incidence of chronic kidney disease(CKD)increasing year by year,it is particularly important to intervene in the early stage of CKD(stages 1–3).Unfortunately,the effective drug treatment methods... Introduction:With the incidence of chronic kidney disease(CKD)increasing year by year,it is particularly important to intervene in the early stage of CKD(stages 1–3).Unfortunately,the effective drug treatment methods for CKD(stages 1–3)are lacking.Guben Tongluo Formula(GTF)is the experience formula of Professor Liqun He,a famous traditional Chinese medicine(TCM)doctor in Shanghai.Our previous studies demonstrated that GTF might effectively alleviate CKD via multi-mechanisms.As the first angiotensin-2 receptor antagonist for treating hypertension,losartan potassium(LP)could effectively reduce blood pressure,decrease cardiovascular risk,and delay the occurrence of end-stage renal disease.Thus,we design this clinical protocol of GTF combining LP to observe the efficacy and safety of GTF and try to provide a novel drug treatment method for treating CKD(stages 1–3)patients.Methods and analysis:This is a multicenter randomized controlled clinical trial.160 participants will be enrolled in this trial and divided into LP group,GTF group,LP+GTF group,and placebo group randomly assigning 1:1:1:1 principle.LP group will receive general treatments combining LP,GTF group will receive general treatments combining GTF,and the GTF+LP group will receive general treatments combining GTF and LP.Placebo group will receive general treatments combining placebo treatment.The primary evaluation index will be the change of serum creatinine after treatment.Secondary evaluation indexes include changes in blood urea nitrogen,serum uric acid,estimated glomerular filtration rate,etc.;immune indicators and renal fibrosis indicators,as well as TCM symptoms.Besides,vital sign indicators and adverse events will be closely observed.Ethics and dissemination:The protocol has been approved by the Ethics Committee of Seventh People’s Hospital of Shanghai University of Traditional Chinese Medicine(reference number:2024-7th-HIRB-094)and other ethics committees at each center.With the implementation of this clinical trial,it would offer a TCM formula for the treatment of CKD(stages 1–3)and clarify the underlying mechanism of GTF for alleviating CKD.Trial registration:This trial is registered with ChiCTR2400090125 and registered on September 24,2024. 展开更多
关键词 Guben Tongluo Formula chronic kidney disease traditional Chinese medicine study protocol clinical trial
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Multi-radio fast routing recovery protocol based on spectrum situation awareness
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作者 Chuanxin ZHOU Chao DONG +3 位作者 Xiaojun ZHU Fuhui ZHOU Qihui WU Zhengrui QIN 《Chinese Journal of Aeronautics》 2025年第3期435-446,共12页
UAV networks often encounter jamming attacks, under which multi-radio protocols have to switch radios to accelerate communication recovery. However, the existing protocols rely on exchange of hello messages to detect ... UAV networks often encounter jamming attacks, under which multi-radio protocols have to switch radios to accelerate communication recovery. However, the existing protocols rely on exchange of hello messages to detect jamming, leading to long sensing time and thus slow routing recovery. To address the issues raised by jamming attacks, we propose a new routing protocol, Electromagnetic Spectrum situation awareness Optimized Link State Routing (ESOLSR) protocol, to improve the existing OLSRv2 protocol. ESOLSR utilizes the spectrum situation awareness capability from the physical layer, and adopts joint-updating of link status, updating of interface functions, and adaptive adjustment of parameters. Our simulation results show that the improved protocol, ESOLSR, can recover routing and resume normal communication 26.6% faster compared to the existing protocols. 展开更多
关键词 UAV ad hoc network OLSR protocol Routing recovery Electromagnetic spectrum situation awareness MULTI-RADIO
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Efficacy and safety of New Wumei Pill in the treatment of mesalazine-refractory ulcerative colitis:Study protocol for a randomized,double-blind,placebo-controlled trial
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作者 ZHANG Wenji WANG Muyuan +10 位作者 LIU Yuyue WANG Zhibin YUAN Yali DENG Pei YAO Yupu CHEN Xiaowei LIANG Chengtao LIN Zhengdao LIN Yangzhe LI Junxiang MAO Tangyou 《World Journal of Integrated Traditional and Western Medicine》 2025年第1期1-9,共9页
Background:Mesalazine preparations serve as first-line therapy for active mild-to-moderate ulcerative colitis(UC),however,not all patients respond to mesalazine.Patients with mesalazine-refractory UC often switch to c... Background:Mesalazine preparations serve as first-line therapy for active mild-to-moderate ulcerative colitis(UC),however,not all patients respond to mesalazine.Patients with mesalazine-refractory UC often switch to corticosteroids,immunological therapy,and biological agents,but their use is limited owing to their well-characterised side effects(e.g.osteoporosis and cushingoid feature).Therefore,there is an unmet medical need for novel treatments with a manageable safety profile for patients with mesalazine-refractory UC.New Wumei Pill is a novel and effective herbal prescription for the treatment of UC,and our preliminary study suggested that New Wumei Pill has a significant effect on patients with mesalazine-refractory UC.However,its effectiveness and safety has not been evaluated convincingly.Objectives:This trail aims to evaluate efficacy,safety and mechanisms of New Wumei Pill in the treatment of patients with mesalazine-refractory UC.Methods:This is a prospective,randomized,double-blind control trial,in which 72 patients with mesalazine-refractory mild-to-moderate UC will be randomized in a 1:1 ratio in the treatment and control group.Patients will be screened for eligibility at the outpatient and ward of the Department of Gastroenterology in Dongfang Hospital,Beijing University of Chinese Medicine.72 participants will undergo strict screening to meet the diagnostic criteria of mildly to moderately active UC,with modified Mayo score of 3-10 points.All patients will be administered by mesalazine enteric-coated tablets for 8 weeks,at the same time,the patients in treatment group will receive New Wumei Pill,while patients from control group will be administered by dummy New Wumei Pill.Results:The primary outcomes are clinical efficacy rate and clinical remission rate according to the modified Mayo score.The secondary outcomes are individual symptom score,TCM syndrome score,endoscopic response rate,mucosal healing rate,and quality of life scale score.Finally,biological samples from participants will be preserved to reveal the mechanisms of New Wumei Pill on UC.Conclusions:We hypothesize that the patients with mesalazine-refractory mild-to-moderate UC will benefit from New Wumei Pill.If successful,this trial will provide evidence of traditional Chinese medicine in the treatment of UC,and hold promises for novel options UC patients and policymakers. 展开更多
关键词 Clinical efficacy Safety Mesalazine-refractory ulcerative colitis(UC) New Wumei Pill Study protocol Clinical trial
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Thirteen serum biochemical indexes and five whole blood coagulation indices in a point-of-care testing analyzer:ideal protocol for evaluating pulmonary and critical care medicine
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作者 Mingtao LIU Li LIU +7 位作者 Jiaxi CHEN Zhifeng HUANG Huiqing ZHU Shengxuan LIN Weitian QI Zhangkai J.CHENG Ning LI Baoqing SUN 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 2025年第2期158-171,共14页
The accurate and timely detection of biochemical coagulation indicators is pivotal in pulmonary and critical care medicine.Despite their reliability,traditional laboratories often lag in terms of rapid diagnosis.Point... The accurate and timely detection of biochemical coagulation indicators is pivotal in pulmonary and critical care medicine.Despite their reliability,traditional laboratories often lag in terms of rapid diagnosis.Point-of-care testing(POCT)has emerged as a promising alternative,which is awaiting rigorous validation.We assessed 226 samples from patients at the First Affiliated Hospital of Guangzhou Medical University using a Beckman Coulter AU5821 and a PUSHKANG POCT Biochemistry Analyzer MS100.Furthermore,350 samples were evaluated with a Stago coagulation analyzer STAR MAX and a PUSHKANG POCT Coagulation Analyzer MC100.Metrics included thirteen biochemical indexes,such as albumin,and five coagulation indices,such as prothrombin time.Comparisons were drawn against the PUSHKANG POCT analyzer.Bland-Altman plots(MS100:0.8206-0.9995;MC100:0.8318-0.9911)evinced significant consistency between methodologies.Spearman correlation pinpointed a potent linear association between conventional devices and the PUSHKANG POCT analyzer,further underscored by a robust correlation coefficient(MS100:0.713-0.949;MC100:0.593-0.950).The PUSHKANG POCT was validated as a dependable tool for serum and whole blood biochemical and coagulation diagnostics.This emphasizes its prospective clinical efficacy,offering clinicians a swift diagnostic tool and heralding a new era of enhanced patient care outcomes. 展开更多
关键词 Thirteen serum biochemical indexes Five whole blood coagulation indices Point-of-care testing(POCT) Pulmonary and critical care medicine Diagnostic protocol
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Accuracy of machine electrocardiogram interpretation and implementation of a de-prioritization protocol in the emergency department
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作者 Adam K Stanley Isobel Sonksen +2 位作者 Henry Morgan Nicola Hilton Sukhbir Bhullar 《World Journal of Emergency Medicine》 2025年第5期486-487,共2页
Computer analysis of electrocardiograms(ECGs)was introduced more than 50 years ago,with the aim to improve efficiency and clinical workflow.[1,2]However,inaccuracies have been documented in the literature.[3,4]Researc... Computer analysis of electrocardiograms(ECGs)was introduced more than 50 years ago,with the aim to improve efficiency and clinical workflow.[1,2]However,inaccuracies have been documented in the literature.[3,4]Research indicates that emergency department(ED)clinician interruptions occur every 4-10 min,which is significantly more common than in other specialties.[5]This increases the cognitive load and error rates and impacts patient care and clinical effi ciency.[1,2,5]De-prioritization protocols have been introduced in certain centers in the United Kingdom(UK),removing the need for clinician ECG interpretation where ECGs have been interpreted as normal by the machine. 展开更多
关键词 cognitive load de prioritization protocol improve efficiency clinical workflow howeverinaccuracies computer analysis electrocardiograms ecgs computer analysis electrocardiograms machine electrocardiogram interpretation emergency department error rates
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