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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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Home Monitoring of Estrone-3-Glucuronide (E1-3G) Levels in Two Different Ovarian Stimulation Protocols: A Pilot Study 被引量:1
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作者 Iavor K. Vladimirov Desislava Tacheva +2 位作者 Evan Gatev Magdalena Rangelova Martin Vladimirov 《Open Journal of Obstetrics and Gynecology》 2024年第10期1640-1656,共17页
Background: Studies have shown a strong correlation between the growth of E2 in serum and estrone-3-glucuronide (E1-3G) in urine during ovarian stimulation. Thus, we developed theoretical models for using urinary E1-3... Background: Studies have shown a strong correlation between the growth of E2 in serum and estrone-3-glucuronide (E1-3G) in urine during ovarian stimulation. Thus, we developed theoretical models for using urinary E1-3G in ovarian stimulation and focused on their experimental verification and analysis. Methods: A prospective, observational pilot study was conducted involving 54 patients who underwent 54 cycles of ovarian stimulation. The goal was to establish the growth rate of urinary E1-3G during the course of stimulation and to determine the daily upper and lower limits of growth rates at which stimulation is appropriate and safe. Controlled ovarian stimulation was performed using two different stimulation protocols—an antagonist protocol in 25 cases and a progestin-primed ovarian stimulation protocol (PPOS) in 29 cases, with fixed doses of gonadotropins. From the second day of stimulation, patients self-measured their daily urine E1-3G levels at home using a portable analyzer. In parallel, a standard ultrasound follow-up protocol accompanied by a determination of E2, LH, and P levels was applied to optimally control stimulation. Results: The average daily growth rates in both groups were about 50%. The daily increase in E1-3G for the antagonist protocol ranged from 14% to 79%, while they were 28% to 79% for the PPOS protocol. Conclusion: This is the first study to analyze the dynamics of E1-3G in two different protocols and to estimate the limits of its increase during the entire course of the stimulation. The results confirm our theoretical model for the viability of using urinary E1-3G for monitoring ovarian stimulation. 展开更多
关键词 Ovarian Stimulation Monitoring E1-3G Antagonist protocol PPOS protocol IVF ART
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Hyperbolic Tangent Function-Based Protocols for Global/Semi-Global Finite-Time Consensus of Multi-Agent Systems 被引量:1
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作者 Zongyu Zuo Jingchuan Tang +1 位作者 Ruiqi Ke Qing-Long Han 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第6期1381-1397,共17页
This paper investigates the problem of global/semi-global finite-time consensus for integrator-type multi-agent sys-tems.New hyperbolic tangent function-based protocols are pro-posed to achieve global and semi-global ... This paper investigates the problem of global/semi-global finite-time consensus for integrator-type multi-agent sys-tems.New hyperbolic tangent function-based protocols are pro-posed to achieve global and semi-global finite-time consensus for both single-integrator and double-integrator multi-agent systems with leaderless undirected and leader-following directed commu-nication topologies.These new protocols not only provide an explicit upper-bound estimate for the settling time,but also have a user-prescribed bounded control level.In addition,compared to some existing results based on the saturation function,the pro-posed approach considerably simplifies the protocol design and the stability analysis.Illustrative examples and an application demonstrate the effectiveness of the proposed protocols. 展开更多
关键词 Consensus protocol finite-time consensus hyper-bolic tangent function multi-agent systems.
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Cell replacement with stem cell-derived retinal ganglion cells from different protocols 被引量:1
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作者 Ziming Luo Kun-Che Chang 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第4期807-810,共4页
Glaucoma,characterized by a degenerative loss of retinal ganglion cells,is the second leading cause of blindness worldwide.There is currently no cure for vision loss in glaucoma because retinal ganglion cells do not r... Glaucoma,characterized by a degenerative loss of retinal ganglion cells,is the second leading cause of blindness worldwide.There is currently no cure for vision loss in glaucoma because retinal ganglion cells do not regenerate and are not replaced after injury.Human stem cell-derived retinal ganglion cell transplant is a potential therapeutic strategy for retinal ganglion cell degenerative diseases.In this review,we first discuss a 2D protocol for retinal ganglion cell differentiation from human stem cell culture,including a rapid protocol that can generate retinal ganglion cells in less than two weeks and focus on their transplantation outcomes.Next,we discuss using 3D retinal organoids for retinal ganglion cell transplantation,comparing cell suspensions and clusters.This review provides insight into current knowledge on human stem cell-derived retinal ganglion cell differentiation and transplantation,with an impact on the field of regenerative medicine and especially retinal ganglion cell degenerative diseases such as glaucoma and other optic neuropathies. 展开更多
关键词 cell clumps cell suspension cell transplantation DIFFERENTIATION direct-induced protocol GLAUCOMA optic neuropathy regenerative medicine retinal ganglion cell retinal organoids stem cells
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Perspectives on the extracellular matrix in inflammatory bowel disease and bowel decellularization protocols 被引量:1
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作者 Caroline Bures de Paulo Maria Angelica Miglino Patricia Castelucci 《World Journal of Experimental Medicine》 2024年第4期86-95,共10页
The extracellular matrix(ECM)is a non-cellular three-dimensional structure present in all tissues that is essential for the intestinal maintenance,function and structure,as well as for providing physical support for t... The extracellular matrix(ECM)is a non-cellular three-dimensional structure present in all tissues that is essential for the intestinal maintenance,function and structure,as well as for providing physical support for tissue integrity and elasticity.ECM enables the regulation of various processes involved in tissue homeostasis,being vital for healing,growth,migration and cell differentiation.Structurally,ECM is composed of water,polysaccharides and proteins,such as collagen fibers and proteoglycans,which are specifically arranged for each tissue.In pathological scenarios,such as inflammatory bowel disease(IBD),the deposition and remodeling of the ECM can be altered in relation to the homeostatic composition.IBD,such as Ulcerative colitis and Crohn’s disease,can be differentiated according to ECM alterations,such as circulating levels of collagen,laminin and vimentin neoepitopes.In this context,ECM presents parti-cularities in both physiological and pathological processes,however,exploring methods of tissue decellularization is emerging as a promising frontier for new therapeutic interventions and clinical protocols,promoting the development of new approaches to intestinal diseases. 展开更多
关键词 Extracellular matrix Inflammatory bowel disease Decellularization protocols Regenerative medicine INTESTINE
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Enhancing Network Design through Statistical Evaluation of MANET Routing Protocols
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作者 Ibrahim Alameri Tawfik Al-Hadhrami +2 位作者 Anjum Nazir Abdulsamad Ebrahim Yahya Atef Gharbi 《Computers, Materials & Continua》 SCIE EI 2024年第7期319-339,共21页
This paper contributes a sophisticated statistical method for the assessment of performance in routing protocols salient Mobile Ad Hoc Network(MANET)routing protocols:Destination Sequenced Distance Vector(DSDV),Ad hoc... This paper contributes a sophisticated statistical method for the assessment of performance in routing protocols salient Mobile Ad Hoc Network(MANET)routing protocols:Destination Sequenced Distance Vector(DSDV),Ad hoc On-Demand Distance Vector(AODV),Dynamic Source Routing(DSR),and Zone Routing Protocol(ZRP).In this paper,the evaluation will be carried out using complete sets of statistical tests such as Kruskal-Wallis,Mann-Whitney,and Friedman.It articulates a systematic evaluation of how the performance of the previous protocols varies with the number of nodes and the mobility patterns.The study is premised upon the Quality of Service(QoS)metrics of throughput,packet delivery ratio,and end-to-end delay to gain an adequate understanding of the operational efficiency of each protocol under different network scenarios.The findings explained significant differences in the performance of different routing protocols;as a result,decisions for the selection and optimization of routing protocols can be taken effectively according to different network requirements.This paper is a step forward in the general understanding of the routing dynamics of MANETs and contributes significantly to the strategic deployment of robust and efficient network infrastructures. 展开更多
关键词 Routing protocols statistical approach friedman MANET
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Designing Proportional-Integral Consensus Protocols for Second-Order Multi-Agent Systems Using Delayed and Memorized State Information
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作者 Honghai Wang Qing-Long Han 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第4期878-892,共15页
This paper is concerned with consensus of a secondorder linear time-invariant multi-agent system in the situation that there exists a communication delay among the agents in the network.A proportional-integral consens... This paper is concerned with consensus of a secondorder linear time-invariant multi-agent system in the situation that there exists a communication delay among the agents in the network.A proportional-integral consensus protocol is designed by using delayed and memorized state information.Under the proportional-integral consensus protocol,the consensus problem of the multi-agent system is transformed into the problem of asymptotic stability of the corresponding linear time-invariant time-delay system.Note that the location of the eigenvalues of the corresponding characteristic function of the linear time-invariant time-delay system not only determines the stability of the system,but also plays a critical role in the dynamic performance of the system.In this paper,based on recent results on the distribution of roots of quasi-polynomials,several necessary conditions for Hurwitz stability for a class of quasi-polynomials are first derived.Then allowable regions of consensus protocol parameters are estimated.Some necessary and sufficient conditions for determining effective protocol parameters are provided.The designed protocol can achieve consensus and improve the dynamic performance of the second-order multi-agent system.Moreover,the effects of delays on consensus of systems of harmonic oscillators/double integrators under proportional-integral consensus protocols are investigated.Furthermore,some results on proportional-integral consensus are derived for a class of high-order linear time-invariant multi-agent systems. 展开更多
关键词 Consensus protocol Hurwitz stability multi-agent systems quasi-polynomials time delay
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A Formal Model for Analyzing Fair Exchange Protocols Based on Event Logic
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作者 Ke Yang Meihua Xiao Zehuan Li 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第3期2641-2663,共23页
Fair exchange protocols play a critical role in enabling two distrustful entities to conduct electronic data exchanges in a fair and secure manner.These protocols are widely used in electronic payment systems and elec... Fair exchange protocols play a critical role in enabling two distrustful entities to conduct electronic data exchanges in a fair and secure manner.These protocols are widely used in electronic payment systems and electronic contract signing,ensuring the reliability and security of network transactions.In order to address the limitations of current research methods and enhance the analytical capabilities for fair exchange protocols,this paper proposes a formal model for analyzing such protocols.The proposed model begins with a thorough analysis of fair exchange protocols,followed by the formal definition of fairness.This definition accurately captures the inherent requirements of fair exchange protocols.Building upon event logic,the model incorporates the time factor into predicates and introduces knowledge set axioms.This enhancement empowers the improved logic to effectively describe the state and knowledge of protocol participants at different time points,facilitating reasoning about their acquired knowledge.To maximize the intruder’s capabilities,channel errors are translated into the behaviors of the intruder.The participants are further categorized into honest participants and malicious participants,enabling a comprehensive evaluation of the intruder’s potential impact.By employing a typical fair exchange protocol as an illustrative example,this paper demonstrates the detailed steps of utilizing the proposed model for protocol analysis.The entire process of protocol execution under attack scenarios is presented,shedding light on the underlying reasons for the attacks and proposing corresponding countermeasures.The developedmodel enhances the ability to reason about and evaluate the security properties of fair exchange protocols,thereby contributing to the advancement of secure network transactions. 展开更多
关键词 Fair exchange protocols FAIRNESS formal analysis logic reasoning
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Distributed Fault Estimation for Nonlinear Systems With Sensor Saturation and Deception Attacks Using Stochastic Communication Protocols
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作者 Weiwei Sun Xinci Gao +1 位作者 Lusong Ding Xiangyu Chen 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第8期1865-1876,共12页
This paper is aimed at the distributed fault estimation issue associated with the potential loss of actuator efficiency for a type of discrete-time nonlinear systems with sensor saturation.For the distributed estimati... This paper is aimed at the distributed fault estimation issue associated with the potential loss of actuator efficiency for a type of discrete-time nonlinear systems with sensor saturation.For the distributed estimation structure under consideration,an estimation center is not necessary,and the estimator derives its information from itself and neighboring nodes,which fuses the state vector and the measurement vector.In an effort to cut down data conflicts in communication networks,the stochastic communication protocol(SCP)is employed so that the output signals from sensors can be selected.Additionally,a recursive security estimator scheme is created since attackers randomly inject malicious signals into the selected data.On this basis,sufficient conditions for a fault estimator with less conservatism are presented which ensure an upper bound of the estimation error covariance and the mean-square exponential boundedness of the estimating error.Finally,a numerical example is used to show the reliability and effectiveness of the considered distributed estimation algorithm. 展开更多
关键词 Actuator fault deception attacks distributed estimation sensor saturation stochastic communication protocol(SCP).
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Research trends of clinical studies on acupuncture protocols over the past 20 years:a bibliometric analysis
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作者 Zhi-Qiang Li Xue-Feng Wang +3 位作者 Heng Yin Feng Cao Yu-Tong Fei Jian-Ping Liu 《Integrative Medicine Discovery》 2024年第28期1-14,共14页
Background:Acupuncture protocols are essential as they guide study design and improve the quality of clinical trial,thus preventing avoid research waste.Given the increasing number of publications on acupuncture proto... Background:Acupuncture protocols are essential as they guide study design and improve the quality of clinical trial,thus preventing avoid research waste.Given the increasing number of publications on acupuncture protocols,this study aimed to assess the publications trends of acupuncture protocols over the past two decades and provided an overview for future research directions.Methods:Publications focusing on acupuncture protocols in clinical settings were retrieved and compiled from the Web of Science Core Collection spanning the period from 2004 to 2023.CiteSpace and Microsoft Excel software were used to analyze the relationship of publication with countries,institutions,authors,co-cited author,journals,references,keywords and other literature aspects.Results:This study analyzed 721 articles encompassing acupuncture protocols.A continuous yet fluctuating growth in publications volume were observed from 2004 to 2023.Notably,China stands at the forefront in contributing to acupuncture protocols,publishing 513 papers and demonstrating a high centrality score of 1.07 in cooperative network.Furthermore,China has fostered close collaborations with the USA and South Korea.Beijing University of Chinese Medicine(89),Zhishun Liu(36)and Trials(306)emerged as the top contributors in terms of institution,author,and journal,respectively.However,inter-institutional and author collaboration was relatively weak.Macpherson H was the most frequently cited author.High-frequency keywords included“randomized controlled trials”,“acupuncture”,“management”,“study protocol”,“quality of life”.Analysis of timeline diagram of keywords indicated that“functional dyspepsia”,“stroke”,“electroacupuncture”,and“colorectal cancer”were the research development trends and focus.Conclusion:Clinical acupuncture protocols have experienced robust development over the past two decades,with current research hotspots focusing on disease management and quality of life,which remain key research concerns.Moreover,we advocate for researchers to publish acupuncture protocols,which remain key research concerns.This approach allows for thorough pre-study planning of methodologies and objectives,enhancing scientific rigor through peer review,thereby laying the foundation for conducting high-quality research. 展开更多
关键词 ACUPUNCTURE protocol BIBLIOMETRIC HOTSPOTS CiteSpace
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Topology Control for Ad-Hoc Networks: A Comprehensive Review for Table Driven and On-Demand Routing Protocols
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作者 Jeferson Wilian de Godoy Stênico Lee Luan Ling 《Communications and Network》 2013年第3期239-246,共8页
Routing on ad-hoc network has become a major research issue among the networking communities due to its increasing complexity and the surge of challenging problems. One major factor contributing to this tendency is th... Routing on ad-hoc network has become a major research issue among the networking communities due to its increasing complexity and the surge of challenging problems. One major factor contributing to this tendency is that every terminal of an ad-hoc network is also functioning as a network router. In this paper we provide a comprehensive review about the principles and mechanisms of routing protocols used in ad-hoc networks. For comparison purposes, we discuss some relevant technical issues of two well-known routing strategies, namely On-Demand (Proactive routing) and Table-Driven (Reactive routing). In particular, focus our attention on two major and well-known routing protocols: AODV (Ad-hoc On-Demand Distance Vector Protocol) and OLSR (Optimized Link State Routing Protocol). Our study has no intention to suggest any definite solution for any ad-hoc network, because it is the case depending on dictated by the nature and varying factors of networks. Instead, we demonstrate our major perception and describe general models that may assist us while modeling a given network. 展开更多
关键词 AD-HOC Distributed protocols on-demand protocols ROUTING TABLES
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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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Advancements in Wound Management:Microenvironment-Sensitive Bioactive Dressings with On-Demand Regulations for Diabetic Wounds
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作者 Yanan Xue Junping Zhou +11 位作者 Ying Lu Huiling Zhang Bailin Chen Shaoan Dong Yawen Xue Kan Zhan Cheng Chen Yi Sun Sufan Wu Liqun Jin Zhiqiang Liu Yuguo Zheng 《Engineering》 2025年第5期234-261,共28页
Diabetic wounds(DWs)are a major complication of diabetes mellitus,characterized by a complex patho-physiological microenvironment that is associated with elevated morbidity and mortality.Conventional management strate... Diabetic wounds(DWs)are a major complication of diabetes mellitus,characterized by a complex patho-physiological microenvironment that is associated with elevated morbidity and mortality.Conventional management strategies often fail to address the multifaceted nature of these wounds effectively.Recent advancements in understanding the mechanisms of DW healing have spurred the development of a plethora of bioactive dressings designed to interact with and modulate the DW microenvironment.These innovations have culminated in the introduction of the“microenvironment-sensitive with on-demand management”paradigm aimed at delivering precision therapy responsive to dynamic changes within DW.Despite these advancements,the current literature lacks a comprehensive review that cate-gorizes and evaluates active,passive,and on-demand approaches that address the DW microenviron-ment.Herein,we describe the unique pathogenic mechanisms and microenvironmental characteristics that distinguish DW from normal acute wounds.This review provides an extensive overview of contem-porary active and passive management strategies incorporating on-demand management principles designed for DW microenvironments.Furthermore,it addresses the principal challenges faced in this therapeutic domain and outlines the potential innovations that can enhance the efficacy and specificity of bioactive dressings.The insights presented here aim to guide further research and development in the on-demand management of DW to improve patient outcomes by aligning personalized therapy modali-ties with the pathophysiological realities of DW. 展开更多
关键词 Diabetic wounds Microenvironment-sensitive bioactive dressing on-demand regulation
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Electrically conductive“SMART”hydrogels for on-demand drug delivery
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作者 Soumajyoti Ghosh Nikhil Kumar Santanu Chattopadhyay 《Asian Journal of Pharmaceutical Sciences》 2025年第1期26-47,共22页
In the current transformative era of biomedicine,hydrogels have established their presence in biomaterials due to their superior biocompatibility,tuneability and resemblance with native tissue.However,hydrogels typica... In the current transformative era of biomedicine,hydrogels have established their presence in biomaterials due to their superior biocompatibility,tuneability and resemblance with native tissue.However,hydrogels typically exhibit poor conductivity due to their hydrophilic polymer structure.Electrical conductivity provides an important enhancement to the properties of hydrogel-based systems in various biomedical applications such as drug delivery and tissue engineering.Consequently,researchers are developing combinatorial strategies to develop electrically responsive“SMART”systems to improve the therapeutic efficacy of biomolecules.Electrically conductive hydrogels have been explored for various drug delivery applications,enabling higher loading of therapeutic cargo with on-demand delivery.This review emphasizes the properties,mechanisms,fabrication techniques and recent advancements of electrically responsive“SMART”systems aiding on-site drug delivery applications.Additionally,it covers prospects for the successful translation of these systems into clinical research. 展开更多
关键词 HYDROGELS Conductive polymers Electrically conductive hydrogels on-demand drug delivery
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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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Research on the“On-Demand Creation”Service Paradigm of Elderly Education Resources Driven by Generative AI:A Case Study of Smart Life Skills Training
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作者 Zihan Liu Hong Li 《Journal of Contemporary Educational Research》 2025年第10期64-77,共14页
With the acceleration of global aging,the population aged 60 and above in China has exceeded 280 million,and the contradiction between the digital skills demands of the elderly and the supply of static and universal e... With the acceleration of global aging,the population aged 60 and above in China has exceeded 280 million,and the contradiction between the digital skills demands of the elderly and the supply of static and universal educational resources has become prominent.This article conducts an in-depth study on the“on-demand creation”model of elderly education resource services driven by generative AI.This study proposes an“on-demand creation”service paradigm based on generative AI,providing suitable resources for elderly intelligent life skills training through demand perception,content generation,and dynamic optimization mechanisms.From the perspective of technological philosophy and service science,deconstruct the core element logic of the paradigm to demonstrate its dual value in reconstructing the theoretical framework of elderly education and promoting practical transformation.This research indicates that this paradigm provides systematic theoretical support for the innovation of elderly education services through a balance between technological empowerment and humanistic care,helping the elderly master modern information technology and life skills,enhancing their self-care ability and social participation,and better adapting to life in the digital age. 展开更多
关键词 Generative AI on-demand creation Elderly education resource service Smart living skills
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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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Efficacy and safety of acupoint application for gastrointestinal function in treating post-stroke depression:Protocol for a randomized controlled trial
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作者 Xuan Zhang Shuhui Li +2 位作者 Juntao Wang Chung Tai Lau Jacky C.P.Chan 《Journal of Traditional Chinese Medical Sciences》 2025年第4期552-558,共7页
Objective:To evaluate the efficacy and safety of acupoint application for post-stroke depression(PSD)by regulating gastrointestinal function.A secondary objective is to explore the potential mechanism underlying this ... Objective:To evaluate the efficacy and safety of acupoint application for post-stroke depression(PSD)by regulating gastrointestinal function.A secondary objective is to explore the potential mechanism underlying this approach from the perspective of gut microbiota.Methods:This multicenter,randomized,double-blind(patients and assessors),placebo-controlled trial will enroll 80 patients with PSD,and include a 1-week run-in period,a 4-week treatment phase,and a 12-week follow-up.Eligible participants will randomly be assigned in a 1:1 ratio to either the acupoint application or placebo(non-acupoint)groups.Treatments will be administered thrice weekly for 4 weeks.The primary outcome is change in the Hamilton Rating Scale for Depression(HAMD)score.Secondary outcomes include the Beck Depression Inventory(BDI),36-Item Short-Form Health Survey(SF-36),Barthel Index of Activities of Daily Living,Social Adaptation Self-Evaluation Scale(SASS),and gut microbiota profiling.All outcomes will be assessed at baseline(prior to treatment),during treatment(weeks 2 and 4),and during follow-up(weeks 8,12,and 16).The Treatment Emergent Symptom Scale(TESS)will be used for evaluation throughout the 4-week treatment phase.Discussion:The results of this study will provide important evidence supporting a novel treatment strategy for PSD that targets gastrointestinal regulation,potentially informing future clinical practice. 展开更多
关键词 Acupoint application Gut microbiota Post-stroke depression protocol Randomized controlled trial
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