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
随着智能电网的发展,电力系统对保护设备提出更高要求。文章设计一种基于Modbus传输控制协议(Modbus Transmission Control Protocol,Modbus-TCP)的智能断路器温度与电流双重保护系统,集成多参量融合传感技术与人工智能算法,有效提升断...随着智能电网的发展,电力系统对保护设备提出更高要求。文章设计一种基于Modbus传输控制协议(Modbus Transmission Control Protocol,Modbus-TCP)的智能断路器温度与电流双重保护系统,集成多参量融合传感技术与人工智能算法,有效提升断路器的保护性能和响应速度。该系统采用高精度温度与电流传感器,利用Modbus-TCP协议实现高效、可靠的通信。实验结果表明,该系统在过流保护、温度测量精度、通信时延等方面表现出色,满足现代配电自动化的技术需求。展开更多
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
“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
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
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
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
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
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
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
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
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
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
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
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
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
火电厂辅控系统连接主控平台与各类现场设备,其效率与稳定性直接影响660 MW等级超临界机组的调度能力与运行质量。文章设计基于Modbus传输控制协议(Modbus Transmission Control Protocol,Modbus-TCP)的660MW火电厂辅控系统,采用网络拓...火电厂辅控系统连接主控平台与各类现场设备,其效率与稳定性直接影响660 MW等级超临界机组的调度能力与运行质量。文章设计基于Modbus传输控制协议(Modbus Transmission Control Protocol,Modbus-TCP)的660MW火电厂辅控系统,采用网络拓扑冗余机制、异构协议网关模块、图神经网络调度优化模型与多级安全防护策略。借助实际工程测试完成对通信延迟、指令丢失、协议切换效率与系统吞吐等指标的量化评估,为660 MW等级以上火电系统的通信平台优化提供模型支撑与参考范式。展开更多
文摘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.
文摘随着智能电网的发展,电力系统对保护设备提出更高要求。文章设计一种基于Modbus传输控制协议(Modbus Transmission Control Protocol,Modbus-TCP)的智能断路器温度与电流双重保护系统,集成多参量融合传感技术与人工智能算法,有效提升断路器的保护性能和响应速度。该系统采用高精度温度与电流传感器,利用Modbus-TCP协议实现高效、可靠的通信。实验结果表明,该系统在过流保护、温度测量精度、通信时延等方面表现出色,满足现代配电自动化的技术需求。
文摘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.
基金support the findings of this study are openly available in(Scopus database)at www.scopus.com(accessed on 07 January 2025).
文摘“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.
基金this project under Geran Putra Inisiatif(GPI)with reference of GP-GPI/2023/976210。
文摘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.
基金Funded by National Natural Science Foundation of China(No.52172007)Jiangsu Science and Technology Innovation Project for Carbon Peaking and Carbon Neutrality(No.BE2022035)。
文摘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.
文摘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.
基金thank the staff of the accredited animal facility of the laboratory of anatomy,Histology and Embryology of Aristotle University of Thessaloniki’s veterinary school for their assistance in animal handling and care.
文摘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.
文摘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.
基金supported by the Fundamental Research Funds for the Central Universities(20822041H4082)。
文摘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.
文摘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.
基金supported by grants from Pudong New Area Traditional Chinese Medicine Brand Multiplication Plan-Chronic Nephropathy(PDZY-2021-0302)Construction of He Liqun’s famous TCM studio(PDZY-2022-0703)+2 种基金Clinical Observation on the Efficacy of Guben Tongluo Formula in Treating Chronic Kidney Disease Phase 1-3(PW2022D-12)Pilot Project of Inheritance,Innovation and Development of Traditional Chinese Medicine in Pudong New Area(YC-2023-0602)Pudong New Area’s Peak and Plateau Discipline Development in Clinical Medicine for Novel and Special Diseases(2025-PWXZ-15).
文摘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.
基金supported in part by National Natural Science Foundation of China(Nos.61931011 and 62372230)the Jiangsu Provincial Key Research and Development Program,China(No.BE2021013-4).
文摘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.
基金supported by the Unveiling and Leading Projects of Beijing University of Chinese Medicine(No.2023-JYB-JBQN-014)the China Association of Chinese Medicine Young Talent Support Project(No.CACM-2022-QNRC2-A02).
文摘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.
基金supported by the National Natural Science Foundation of China(No.82302607)the Guangdong Basic and Applied Basic Research Foundation(Nos.2022A1515110555 and 2023A1515010932)+3 种基金the State Key Laboratory of Respiratory Disease(No.SKLRD-Z-202410)the Precision Medicine Joint Foundation of Basic and Applied Basic Research Foundation of Guangdong Province(No.2021B1515230008)the Independent Project of Guangdong-Hong Kong-Macao Joint Laboratory for Respiratory Infectious Diseases(No.GHMJLRID-Z-202102)the Guangdong Zhong Nanshan Medical Foundation(No.ZNSXS-20220015).
文摘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.
文摘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.
