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Effects of Continuous Precision Nursing Model on Knowledge, Attitudes, and Practices (KAP) Behavior and Cardiac Function in Patients after Percutaneous Coronary Angiography and Stent Implantation
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作者 Cuiying Han 《Journal of Clinical and Nursing Research》 2024年第3期1-6,共6页
Objective:To explore the impact of a continuous precision nursing model on patients’Knowledge,Attitudes,and Practices(KAP)and cardiac function during the nursing process of patients undergoing percutaneous coronary a... Objective:To explore the impact of a continuous precision nursing model on patients’Knowledge,Attitudes,and Practices(KAP)and cardiac function during the nursing process of patients undergoing percutaneous coronary angiography and stent implantation.Methods:Ninety patients who underwent percutaneous coronary angiography and stent implantation in our hospital from April 2022 to April 2023 were selected and randomly divided into the control group(45 cases),in which routine nursing support was carried out during the treatment process,and the observation group(45 cases),in which continuous precision nursing model was carried out during the treatment process.Comparisons were made between the two groups of patients on their KAP,cardiac function,and quality of life during recovery.Results:There was no difference in the left ventricular ejection fraction(LVEF),cardiac output(CO),and cardiac index(CI)levels before intervention.After the intervention,the levels of cardiac function in the observation group were higher than those of the control group(P<0.05).There was no difference in the Exercise of Self-Care Agency(ESCA)self-care ability scale scores before the intervention.After the intervention,the observation group had higher ESCA scores than the control group(P<0.05).Conclusion:Implementation of a continuous precision nursing model in the care of patients undergoing percutaneous coronary angiography and stent implantation improved the patient’s cardiac function,and KAP,and promoted recovery. 展开更多
关键词 Continuous precision nursing model Percutaneous coronary angiography Stent implantation Knowledge attitudes and practices(KAP) Cardiac function
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High-Precision Sub-Seafloor Velocity Building Based on Joint Tomography and Deep Learning on OBS Data in the South China Sea
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作者 Guoxin Chen Jun Li +5 位作者 Jinxin Chen Rongsen Du Yutao Liu Yuli Qi Chun-Feng Li Xingguo Huang 《Journal of Earth Science》 2025年第2期830-834,共5页
INTRODUCTION.Crustal velocity model is crucial for describing the subsurface composition and structure,and has significant implications in offshore oil and gas exploration and marine geophysical engineering(Xie et al.... INTRODUCTION.Crustal velocity model is crucial for describing the subsurface composition and structure,and has significant implications in offshore oil and gas exploration and marine geophysical engineering(Xie et al.,2024).Currently,travel time tomography is the most commonly used method for velocity modeling based on ocean bottom seismometer(OBS)data(Zhang et al.,2023;Sambolian et al.,2021).This method usually assumes that the sub-seafloor structure is layered,and therefore faces challenges in high-precision modeling with strong lateral discontinuities. 展开更多
关键词 velocity modeling time tomography marine geophysical engineering xie joint tomography describing subsurface composition structureand high precision velocity modeling offshore oil gas exploration ocean bottom seismometer obs data zhang
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Application Research of Multi-Dimensional Customer Behavior Analysis Model in Precision Marketing
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作者 Shuotong Dong 《Open Journal of Applied Sciences》 2024年第12期3589-3600,共12页
The advent of the digital era has provided unprecedented opportunities for businesses to collect and analyze customer behavior data. Precision marketing, as a key means to improve marketing efficiency, highly depends ... The advent of the digital era has provided unprecedented opportunities for businesses to collect and analyze customer behavior data. Precision marketing, as a key means to improve marketing efficiency, highly depends on a deep understanding of customer behavior. This study proposes a theoretical framework for multi-dimensional customer behavior analysis, aiming to comprehensively capture customer behavioral characteristics in the digital environment. This framework integrates concepts of multi-source data including transaction history, browsing trajectories, social media interactions, and location information, constructing a theoretically more comprehensive customer profile. The research discusses the potential applications of this theoretical framework in precision marketing scenarios such as personalized recommendations, cross-selling, and customer churn prevention. Through analysis, the study points out that multi-dimensional analysis may significantly improve the targeting and theoretical conversion rates of marketing activities. However, the research also explores theoretical challenges that may be faced in the application process, such as data privacy and information overload, and proposes corresponding conceptual coping strategies. This study provides a new theoretical perspective on how businesses can optimize marketing decisions using big data thinking while respecting customer privacy, laying a foundation for future empirical research. 展开更多
关键词 Customer Behavior Analysis precision Marketing Multi-Dimensional model Data Theory Personalized Recommendation
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Clinical value of precise rehabilitation nursing in management of cerebral infarction 被引量:4
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作者 Ya-Na Xu Xiu-Zhen Wang Xiao-Rong Zhang 《World Journal of Clinical Cases》 SCIE 2024年第1期24-31,共8页
BACKGROUND Cerebral infarction,previously referred to as cerebral infarction or ischemic stroke,refers to the localized brain tissue experiencing ischemic necrosis or softening due to disorders in brain blood supply,i... BACKGROUND Cerebral infarction,previously referred to as cerebral infarction or ischemic stroke,refers to the localized brain tissue experiencing ischemic necrosis or softening due to disorders in brain blood supply,ischemia,and hypoxia.The precision rehabilitation nursing model for chronic disease management is a continuous,fixed,orderly,and efficient nursing model aimed at standardizing the clinical nursing process,reducing the wastage of medical resources,and improving the quality of medical services.AIM To analyze the value of a precise rehabilitation nursing model for chronic disease management in patients with cerebral infarction.METHODS Patients(n=124)admitted to our hospital with cerebral infarction between November 2019 and November 2021 were enrolled as the study subjects.The random number table method was used to divide them into a conventional nursing intervention group(n=61)and a model nursing intervention group(n=63).Changes in the nursing index for the two groups were compared after conventional nursing intervention and precise rehabilitation intervention nursing for chronic disease management.RESULTS Compared with the conventional intervention group,the model intervention group had a shorter time to clinical symptom relief(P<0.05),lower Hamilton Anxiety Scale and Hamilton Depression Scale scores,a lower incidence of total complications(P<0.05),a higher disease knowledge mastery rate,higher safety and quality,and a higher overall nursing satisfaction rate(P<0.05).CONCLUSION The precision rehabilitation nursing model for chronic disease management improves the clinical symptoms of patients with cerebral infarction,reducing the incidence of total complications and improving the clinical outcome of patients,and is worthy of application in clinical practice. 展开更多
关键词 precise rehabilitation nursing model for chronic disease management Cerebral infarction Knowledge of disease Safety and quality
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A High Precision Forecasting Model and Its Constructing Method for Vein Type Gold Deposits
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作者 Zhang Jun Faculty of Earth Resources, China University of Geosciences, Wuhan 430074 《Journal of China University of Geosciences》 SCIE CSCD 2001年第2期100-107,共8页
A high precision forecasting and prospecting model incorporating the “field theory field structure analysis field simulation”, a temporal and spatial structural framework reflecting local extremely fine structure... A high precision forecasting and prospecting model incorporating the “field theory field structure analysis field simulation”, a temporal and spatial structural framework reflecting local extremely fine structures, is established to make an effective extraction and an integrated analysis of multivariate forecasting information. This model can best show not only the coupling between metallogenic anomalous structure, mineralized structure and information structure, but also the extraction, optimization, matching and summarization of key forecasting information. The technological keys to this model are the fine structural analysis of geological and geophysical and geochemical anomalous fields and metallogenic fields, and the establishment of occurrence patterns for the spatial location of orebodies. 展开更多
关键词 high precision forecasting model anomalous structure mineralized structure orebody location.
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Optimization of a precise integration method for seismic modeling based on graphic processing unit 被引量:2
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作者 Jingyu Li Genyang Tang Tianyue Hu 《Earthquake Science》 CSCD 2010年第4期387-393,共7页
General purpose graphic processing unit (GPU) calculation technology is gradually widely used in various fields. Its mode of single instruction, multiple threads is capable of seismic numerical simulation which has ... General purpose graphic processing unit (GPU) calculation technology is gradually widely used in various fields. Its mode of single instruction, multiple threads is capable of seismic numerical simulation which has a huge quantity of data and calculation steps. In this study, we introduce a GPU-based parallel calculation method of a precise integration method (PIM) for seismic forward modeling. Compared with CPU single-core calculation, GPU parallel calculating perfectly keeps the features of PIM, which has small bandwidth, high accuracy and capability of modeling complex substructures, and GPU calculation brings high computational efficiency, which means that high-performing GPU parallel calculation can make seismic forward modeling closer to real seismic records. 展开更多
关键词 precise integration method seismic modeling general purpose GPU graphic processing unit
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PROTOTYPE SURFACE MICRO- PRECISION IN FUSED DEPOSITION MODELING PROCESS 被引量:2
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作者 WANG Tianming XI Juntong JIN Ye 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2007年第1期100-106,共7页
To aim at prototype parts fabricated with fused deposition modeling (FDM) process, the problems how to improve and enhance their surface micro-precision are studied. The producing mechanism of surface roughness is e... To aim at prototype parts fabricated with fused deposition modeling (FDM) process, the problems how to improve and enhance their surface micro-precision are studied. The producing mechanism of surface roughness is explained with three aspects concretely including the principle error of rapid prototyping (RP) process, the inherent characteristics of FDM process, and some mi- cro-scratches on the surface of the extruded fiber. Based on the micro-characters of section shape of the FDM prototype, a physical model reflecting the outer shape characters is abstracted. With the physical simplified and deduced, the evaluating equations of surface roughness are acquired. According to the FDM sample parts with special design for experimental measurement, the real surface roughness values of different inclined planes are obtained. And the measuring values of surface roughness are compared with the calculation values. Furthermore, the causes of surface roughness deviation between measuring values and calculation values are respectively analyzed and studied. With the references of analytic conclusions, the measuring values of the experimental part surface are revised, and the revised values nearly accord with the calculation values. Based on the influencing principles of FDM process parameters and special post processing of FDM prototype parts, some concrete measures are proposed to reduce the surface roughness of FDM parts, and the applying effects are better. 展开更多
关键词 Rapid prototyping Fused deposition modeling Micro-precision Surface roughness Post processing sequence
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Approaches for Detailed Modelling of Ultra-Precision Positioning Systems
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作者 Dominik Dahlmann Nesrine Sassi Berend Denkena 《Modern Mechanical Engineering》 2016年第1期44-50,共7页
Nowadays, the productivity of ultra-precision machining is fundamentally limited by low feed rates because of the required accuracies in the nanometre range. An increase in motion dynamics leads to disturbances that a... Nowadays, the productivity of ultra-precision machining is fundamentally limited by low feed rates because of the required accuracies in the nanometre range. An increase in motion dynamics leads to disturbances that affect the toolpath’s accuracy. Existing control concepts are not able to reliably detect and compensate the deviations caused by increased dynamics. This paper compares modelling approaches for ultra-precision positioning systems aiming to predict and compensate occurring deviations. 展开更多
关键词 ULTRA-precisION modelLING COMPENSATION
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Data-driven Nonparametric Model Adaptive Precision Control for Linear Servo Systems 被引量:2
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作者 Rong-Min Cao Zhong-Sheng Hou Hui-Xing Zhou 《International Journal of Automation and computing》 EI CSCD 2014年第5期517-526,共10页
Nowadays, high-precision motion controls are needed in modern manufacturing industry. A data-driven nonparametric model adaptive control(NMAC) method is proposed in this paper to control the position of a linear servo... Nowadays, high-precision motion controls are needed in modern manufacturing industry. A data-driven nonparametric model adaptive control(NMAC) method is proposed in this paper to control the position of a linear servo system. The controller design requires no information about the structure of linear servo system, and it is based on the estimation and forecasting of the pseudo-partial derivatives(PPD) which are estimated according to the voltage input and position output of the linear motor. The characteristics and operational mechanism of the permanent magnet synchronous linear motor(PMSLM) are introduced, and the proposed nonparametric model control strategy has been compared with the classic proportional-integral-derivative(PID) control algorithm. Several real-time experiments on the motion control system incorporating a permanent magnet synchronous linear motor showed that the nonparametric model adaptive control method improved the system s response to disturbances and its position-tracking precision, even for a nonlinear system with incompletely known dynamic characteristics. 展开更多
关键词 Data-driven control nonparametric model adaptive control precision motion control permanent magnet synchronous linear motor ROBUSTNESS
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Local Precise Large Deviations for Independent Sums in Multi-Risk Model 被引量:2
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作者 Jinghai FENG Panpan ZHAO Libin JIAO 《Journal of Mathematical Research with Applications》 CSCD 2014年第2期240-248,共9页
In this paper, we study the case of independent sums in multi-risk model. Assume that there exist k types of variables. The ith are denoted by (Xij,j ≥ 1), which are i.i.d. with common density function fi(x) ∈ O... In this paper, we study the case of independent sums in multi-risk model. Assume that there exist k types of variables. The ith are denoted by (Xij,j ≥ 1), which are i.i.d. with common density function fi(x) ∈ OR and finite mean, i =- 1,., k. We investigate local large deviations for partial sums ∑i=1^k Sni=∑i=1^k ∑j=1^ni Xij. 展开更多
关键词 multi-risk model O-regularly varying function local precise large deviations regular density.
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Endemic error correction model and quantitative analysis of precise point positioning
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作者 JI Chang-dong, FENG Lei, XU Ai-gong School of Geomatics, Liaoning Technical University, Fuxin 123000, China 《中国有色金属学会会刊:英文版》 CSCD 2011年第S3期642-647,共6页
To identify the endemic error of the precise point positioning which cannot be weakened or eliminated in precise point positioning (PPP) zero-difference model, the 24 h observation data acquired from CHAN station on O... To identify the endemic error of the precise point positioning which cannot be weakened or eliminated in precise point positioning (PPP) zero-difference model, the 24 h observation data acquired from CHAN station on Oct 31st, 2010, were adopted for analyses, different correction models of various errors were discussed and their influences on traditional zero-difference model were analyzed. The results show that the errors cannot be ignored. They must be corrected with suitable models and estimated with auxiliary parameters. The influence magnitudes of all errors are defined, and the results have guiding significance to improve the accuracy of precise point positioning zero-difference model. 展开更多
关键词 precisE point POSITIONING (PPP) zero-difference model ENDEMIC ERROR GPS qualitative analysis
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Precise large deviations for sums of random vectors in a multidimensional size-dependent renewal risk model 被引量:1
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作者 SHEN Xin-mei FU Ke-ang ZHONG Xue-ting 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2018年第4期491-502,共12页
Consider a multidimensional renewal risk model, in which the claim sizes {Xk, k ≥1} form a sequence of independent and identically distributed random vectors with nonnegative components that are allowed to be depende... Consider a multidimensional renewal risk model, in which the claim sizes {Xk, k ≥1} form a sequence of independent and identically distributed random vectors with nonnegative components that are allowed to be dependent on each other. The univariate marginal distributions of these vectors have consistently varying tails and finite means. Suppose that the claim sizes and inter-arrival times correspondingly form a sequence of independent and identically distributed random pairs, with each pair obeying a dependence structure. A precise large deviation for the multidimensional renewal risk model is obtained. 展开更多
关键词 precise large deviation SIZE-DEPENDENT Consistent variation Multidimensional risk model Renewal counting process
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加强多元化食物生产系统植物工厂的人工智能创新 被引量:4
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作者 龚化勤 景海春 +10 位作者 谭鑫 王宪辉 张玉成 林荣呈 杨名宇 林双 谢华玲 杨艳萍 叶世堂 李鹏 匡廷云 《中国科学院院刊》 北大核心 2025年第2期338-349,共12页
我国大食物安全面临日益严峻且复杂的多重挑战,粮食供需紧平衡、消费结构升级与资源约束交织。植物工厂是农业生产的高级形式,是摆脱“靠天吃饭”,应对灾害、战备、面向太空的多元化食物生产系统。然而,高成本极大地限制了植物工厂的应... 我国大食物安全面临日益严峻且复杂的多重挑战,粮食供需紧平衡、消费结构升级与资源约束交织。植物工厂是农业生产的高级形式,是摆脱“靠天吃饭”,应对灾害、战备、面向太空的多元化食物生产系统。然而,高成本极大地限制了植物工厂的应用和发展。人工智能的快速兴起将为植物工厂的创新发展与拓展应用带来新的契机。文章陈述了发展智慧植物工厂,建立多元化食物供给生产系统的战略意义,分析了植物工厂高成本的主要瓶颈在于一次性建筑投入大与折旧费用高,适生作物缺乏深度发掘与品种匮乏,生产过程高能耗与劳力成本,以及应用场景与产业模式狭窄等;指出人工智能在多元化食物生产、辅助育种、光源能源优化、精细环境控制、生产决策和任务管理等方面的创新优势,结合科学规划和政策引导,将打造多元化食物生产系统植物工厂的新生态。 展开更多
关键词 智慧植物工厂 适生作物品种 LED照明 精准环境控制 人工智能大模型
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地铁环境振动对精密仪器影响的预测与分析 被引量:1
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作者 冯青松 齐英睿 +2 位作者 周涛 李平 周思凡 《噪声与振动控制》 北大核心 2025年第2期185-190,共6页
为分析地铁列车运行引起的振动对精密仪器的影响,以广州地区某精密仪器实验室为研究对象,基于多体动力学软件和有限元软件建立振动响应分析模型,并用实测数据加以验证,分析不同运行速度、隧道埋深及浮置板轨道作用下的实验室内振动响应... 为分析地铁列车运行引起的振动对精密仪器的影响,以广州地区某精密仪器实验室为研究对象,基于多体动力学软件和有限元软件建立振动响应分析模型,并用实测数据加以验证,分析不同运行速度、隧道埋深及浮置板轨道作用下的实验室内振动响应特性。研究结果表明:地铁列车运行速度对实验室内振动有较大影响,随着车速由80km/h降低至40 km/h,列车运行引起的室内振动能够满足“l~3μm (小于3μm)的精密加工及检测装置”等精密仪器的规范限值;隧道埋深对实验室内振动影响较小,埋深由30 m增大至40 m并不能有效地将地铁振动降低至精密仪器的限值要求,同时还会增加经济成本;采用钢弹簧浮置板轨道可以使实验室内的振动满足“0.1~0.3μm的超精密加工及检测装置、电子束装置、电子显微镜”等精密仪器的限值要求;对于容许振动值不超过3μm/s的精密仪器,可以通过在仪器基座处设置隔振器等措施,确保仪器能够正常工作。 展开更多
关键词 振动与波 地铁荷载 精密仪器 有限元模型 浮置板轨道
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地月空间单程测量观测建模与算法实现
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作者 曹建峰 满海钧 +3 位作者 黄勇 王文彬 刘山洪 周之金 《深空探测学报(中英文)》 北大核心 2025年第1期50-57,共8页
针对地月空间星地、星间链路观测建模与应用算法开展研究。根据测量原理,在广义相对论参考框架下详细推导了单程测量的观测建模方法;通过求和组合与求差组合给出了钟差消去与钟差解算的方法;根据求和组合观测模型的特征,推导了原时与坐... 针对地月空间星地、星间链路观测建模与应用算法开展研究。根据测量原理,在广义相对论参考框架下详细推导了单程测量的观测建模方法;通过求和组合与求差组合给出了钟差消去与钟差解算的方法;根据求和组合观测模型的特征,推导了原时与坐标时差异变化的计算公式,并给出了具体的算法实现;结合典型轨道算例分析了相对论效应对单程测量建模的影响。结果表明,相对论效应引起的地月空间位置转换差异在10 m量级,原时与坐标时的差异每天变化数10μs,是高精度导航建模必须考虑的因素,提出的建模算法可服务地月空间高精度导航应用。 展开更多
关键词 地月空间 星间链路 观测建模 精密定轨 原时
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深层超深层油气勘探技术路线及针对性地震波成像处理方法技术
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作者 王华忠 曾同生 +2 位作者 吴成梁 许荣伟 项健 《石油物探》 北大核心 2025年第3期416-432,共17页
以塔里木盆地塔河和顺北等探区为代表的深层油气勘探开发取得了许多突破,在7000 m以深的深层和超深层层系钻遇高产油气藏。但关于深层超深层油气勘探的关键技术还有待开展系统的研究和总结。虽然中浅层和深层超深层油气勘探的目标本质... 以塔里木盆地塔河和顺北等探区为代表的深层油气勘探开发取得了许多突破,在7000 m以深的深层和超深层层系钻遇高产油气藏。但关于深层超深层油气勘探的关键技术还有待开展系统的研究和总结。虽然中浅层和深层超深层油气勘探的目标本质上都是优质油气藏,但是在深层超深层油气藏勘探中,波与介质相互作用的关系变得更为复杂,因而,首先需要变革地震激发、接收及炮检排列方式。与此同时,关于深层超深层油气地震勘探的理念和方法都要提升到一个新的层次。对来自地下介质中同一个反(散)射点不同炮检对的反(散)射地震子波的同相位叠加成为了深层超深层地震波成像的核心理念。首先,分析了深层超深层油气藏探测物理机制的变化,然后,分析这种物理机制的变化对地震数据采集技术提出的新挑战,并据此给出针对深层超深层油气藏探测的地震数据采集方法技术。针对地震数据预处理,提出了强噪声弱信号情形下的噪声压制方法技术;针对地震波成像处理,提出了关于中层、深层和超深层地质体成像所需的速度建模的方法技术体系。最后,以保真和高分辨率成像道集为中心,提出了叠前数据域与叠前成像域数据处理的等价性和针对深层超深层油气藏高精度地震波成像的合理方法技术组合,使成像结果尽可能满足深层超深层油气藏刻画与评价的需求。 展开更多
关键词 深层超深层油气地震勘探 波与介质相互作用的物理机制 保真和高分辨率成像道集 勘探地震介质系统的线性 同相位叠加 高精度速度建模技术路线 高精度地震波成像技术路线
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模型引导的抗排异治疗患者他克莫司精准用药专家共识
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作者 陈冰 左笑丛 +12 位作者 李新刚 尚德为 周佩军 丁俊杰 相小强 邱晓燕 王卓 李晓宇 张弋 赵维 王玉珠 高建军 焦正 《中国临床药理学与治疗学》 北大核心 2025年第4期433-445,共13页
抗排异治疗患者服用他克莫司(tacrolimus,TAC)后,体内药动学与药效学个体差异较大,导致患者间疗效与不良反应存在差异,可出现免疫不足引起的排异,或药物过量导致的毒性反应。采用模型引导的精准用药(model informed precision dosing,MI... 抗排异治疗患者服用他克莫司(tacrolimus,TAC)后,体内药动学与药效学个体差异较大,导致患者间疗效与不良反应存在差异,可出现免疫不足引起的排异,或药物过量导致的毒性反应。采用模型引导的精准用药(model informed precision dosing,MIPD)方法,根据患者治疗药物监测结果和生理病理特征信息,预测、制定和调整TAC个体化给药方案,改善患者临床结局。本专家共识探讨抗排异治疗患者服用TAC后常用的MIPD方法,及其在患者初始给药方案制定与给药方案调整、不良反应预测、用药依从性及经济性方面的应用,推动TAC的临床精准用药。 展开更多
关键词 他克莫司 模型引导的精准用药 治疗药物监测 专家共识
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One-to-Any Command and Control Model:Precisely Coordinated Operation on Uncooperative Controlled Nodes 被引量:1
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作者 QIU Han LI Yufeng +1 位作者 LI Heshuai ZHU Junhu 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2015年第6期490-498,共9页
New precisely cooperative attacks, such as the coordi- nated cross plane session termination (CXPST) attack, need thou- sands upon thousands machines to attack diverse selected links simultaneously with the given ra... New precisely cooperative attacks, such as the coordi- nated cross plane session termination (CXPST) attack, need thou- sands upon thousands machines to attack diverse selected links simultaneously with the given rate. However, almost all command and control(C&C) mechanisms only provide publishing one com- mand to the whole once, so-called one-to-all C&C model, and are not productive to support CXPST-alike attacks. In this paper, we present one-to-any C&C model on coordination among the unco- operative controlled nodes. As an instance of one-to-any C&C model, directional command publishing (DCP) mechanism lever- aging on Kademlia is provided with a range-mapping key creating algorithm for commands to compute the publishing range and a statistically stochastic node querying scheme to obtain the com- mands immediately. With theoretical analysis and simulation, it is indicated that one-to-any C&C model fits for precisely coordi- nated operation on uncooperative controlled nodes with least complexity, better accuracy and efficiency. Furthermore, DCP mechanism can support one-to-all command publishing at the same time. As an example of future C&C model, studying on one-to-any C&C model may help to promote the development of more efficient countermeasures. 展开更多
关键词 one-to-any command and control(C&C) model directional command publishing(DCP) mechanism precisely cooperative attack uncooperative controlled node
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基于变精度能力模型构建知识结构
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作者 杨竞菁 黄传义 李进金 《陕西师范大学学报(自然科学版)》 北大核心 2025年第6期98-110,共13页
基于能力的知识空间理论是一种用于描述个体在特定学科领域能力水平的理论框架。能力模型是该理论框架下构建知识结构的重要模型之一。能力模型中,认为解决问题的方法可能不止一种,且个体得完全掌握解决该问题方法的一种才能解决该问题... 基于能力的知识空间理论是一种用于描述个体在特定学科领域能力水平的理论框架。能力模型是该理论框架下构建知识结构的重要模型之一。能力模型中,认为解决问题的方法可能不止一种,且个体得完全掌握解决该问题方法的一种才能解决该问题。然而,个体掌握解决问题的某种方法的部分技能也可能解决该问题。由此可见,能力模型的条件过于严苛,在实际应用中急需拓展能力模型。因此,基于能力包含度提出了三种构建知识结构的变精度能力模型;研究了它们所构建的知识结构的一些性质,同时发现这三种变精度能力模型与原有α-变精度能力模型构建知识结构族的效果相同。此外,定义了技能函数的最大能力包含度矩阵,利用矩阵方法获取变精度能力模型构建的知识结构,并设计了相应算法;还考虑保持知识结构不变的技能子集约简与路径选择问题。最后,选取6个数据集进行实验,验证了所提矩阵方法的有效性与优越性。 展开更多
关键词 知识结构 技能函数 变精度能力模型 技能子集约简
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模糊技能多映射的变精度模型与构建知识结构的矩阵方法
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作者 杨竞菁 李进金 王鸿伟 《郑州大学学报(理学版)》 北大核心 2025年第5期78-87,共10页
基于变精度α-模型构建知识结构是当前研究的热点之一。根据阈值取值范围的不同拓展了三种基于模糊技能多映射的变精度能力模型,讨论了它们所构建的知识结构的性质,并证明了由它们构建的知识结构族是一致的。在此基础上,提出基于模糊技... 基于变精度α-模型构建知识结构是当前研究的热点之一。根据阈值取值范围的不同拓展了三种基于模糊技能多映射的变精度能力模型,讨论了它们所构建的知识结构的性质,并证明了由它们构建的知识结构族是一致的。在此基础上,提出基于模糊技能多映射构建知识结构的矩阵方法,并通过实验验证了方法的可行性和有效性,分析了模糊技能多映射中问题数、技能数对算法执行时间和空间的影响。 展开更多
关键词 知识空间 知识结构 模糊技能多映射 变精度能力模型
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