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Efficient socket-based data transmission method and implementation in deep learning
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作者 Wei Xin-Jian Li Shu-Ping +5 位作者 Yang Wu-Yang Zhang Xiang-Yang Li Hai-Shan Xu Xin Wang Nan Fu Zhanbao 《Applied Geophysics》 2025年第4期1341-1350,1499,1500,共12页
The deep learning algorithm,which has been increasingly applied in the field of petroleum geophysical prospecting,has achieved good results in improving efficiency and accuracy based on test applications.To play a gre... The deep learning algorithm,which has been increasingly applied in the field of petroleum geophysical prospecting,has achieved good results in improving efficiency and accuracy based on test applications.To play a greater role in actual production,these algorithm modules must be integrated into software systems and used more often in actual production projects.Deep learning frameworks,such as TensorFlow and PyTorch,basically take Python as the core architecture,while the application program mainly uses Java,C#,and other programming languages.During integration,the seismic data read by the Java and C#data interfaces must be transferred to the Python main program module.The data exchange methods between Java,C#,and Python include shared memory,shared directory,and so on.However,these methods have the disadvantages of low transmission efficiency and unsuitability for asynchronous networks.Considering the large volume of seismic data and the need for network support for deep learning,this paper proposes a method of transmitting seismic data based on Socket.By maximizing Socket’s cross-network and efficient longdistance transmission,this approach solves the problem of inefficient transmission of underlying data while integrating the deep learning algorithm module into a software system.Furthermore,the actual production application shows that this method effectively solves the shortage of data transmission in shared memory,shared directory,and other modes while simultaneously improving the transmission efficiency of massive seismic data across modules at the bottom of the software. 展开更多
关键词 socket Deep learning Transfer data Seismic data Thread pool River prediction
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基于Socket.io+Node.js+Redis构建高效即时通讯系统 被引量:11
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作者 黄经赢 《现代计算机》 2014年第13期62-64,69,共4页
随着互联网技术的发展,市场上已有一些比较成熟的即时通讯系统,但大多数都是基于C/S结构,而基于B/S结构的即时通讯系统还处于发展阶段,主要受制于不同浏览器版本的兼容问题,且该类系统对高并发和数据快速存取有着较高的要求。而基于Sock... 随着互联网技术的发展,市场上已有一些比较成熟的即时通讯系统,但大多数都是基于C/S结构,而基于B/S结构的即时通讯系统还处于发展阶段,主要受制于不同浏览器版本的兼容问题,且该类系统对高并发和数据快速存取有着较高的要求。而基于Socket.io、Node.js和Redis的技术,可以较好地解决B/S结构所遇到的问题。 展开更多
关键词 socket io NODE IS REDIS 即时通讯
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JAVA NIO在Socket通讯中的应用 被引量:6
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作者 王洁 《成都信息工程学院学报》 2003年第3期258-261,共4页
Javasocket编程中最令人头疼的莫过于为解决阻塞而大量使用线程导致系统开销大的问题,随着jdk1.4推出NIO包,引入了异步输入输出机制从而解决了I/O阻塞问题,这里展示了如何在Socket编程中使用这些技术来减少系统开销。
关键词 Nio 非阻塞 JAVA socket
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基于Socket.io构建Web协同标绘应用 被引量:11
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作者 朱晓宇 聂颖 《软件》 2016年第1期110-113,共4页
在以往的Web协同应用设计中,传统的HTTP信息推送方式存在或多或少的缺陷。本文基于Web Socket数据推送,结合Socket.io、Web图形服务化接口、Web GIS地图服务等多种技术给出了一种Web协同标绘应用的设计方案。该Web系统方案的设计的服务... 在以往的Web协同应用设计中,传统的HTTP信息推送方式存在或多或少的缺陷。本文基于Web Socket数据推送,结合Socket.io、Web图形服务化接口、Web GIS地图服务等多种技术给出了一种Web协同标绘应用的设计方案。该Web系统方案的设计的服务端语言采用Node Js编程语言,可以处理大量并发和异步操作。 展开更多
关键词 socket.io WEBGIS 协同标绘 Websocket
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基于Node.js,Socket.io和jQuery Mobile的周界入侵检测报警控制系统设计 被引量:2
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作者 尹延宁 刘太君 叶焱 《数据通信》 2015年第6期42-45,共4页
为解决当前周界入侵检测报警控制系统同底层硬件耦合紧密,硬件控制器功能单一,智能化不足的问题,提出了一种基于云架构和物联网的整体设计方案。依托于云架构,以安卓系统作为硬件控制器,利用web服务器Node.js结合即时通信技术Socket.io... 为解决当前周界入侵检测报警控制系统同底层硬件耦合紧密,硬件控制器功能单一,智能化不足的问题,提出了一种基于云架构和物联网的整体设计方案。依托于云架构,以安卓系统作为硬件控制器,利用web服务器Node.js结合即时通信技术Socket.io实现报警信息的即时推送,通过No SQL数据库Mongo DB进行相关数据储存,前端采用j Query Moble框架实现控制与显示功能。详细阐述了系统的架构、功能和设计方案,为建设新型周界入侵检测报警控制和显示系统提供了新的思路与方向。 展开更多
关键词 Node.js socket.io J QUERY MOBILE 周界入侵
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基于Socket通信的PREEvision二次开发
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作者 蔡永祥 王子龙 张康达 《现代制造技术与装备》 2018年第1期32-35,共4页
以往电子电气架构设计过程中,人们通过手动方式把输入文件导入PREEvision软件中,很难做到自动分析与数据处理,无法满足用户快速完成架构设计与分析的需求。本文提出一种方法,它能够快速精确处理输入文件并导入PREEvision,同时可从PREEvi... 以往电子电气架构设计过程中,人们通过手动方式把输入文件导入PREEvision软件中,很难做到自动分析与数据处理,无法满足用户快速完成架构设计与分析的需求。本文提出一种方法,它能够快速精确处理输入文件并导入PREEvision,同时可从PREEvision中读取数据。经验证,该方法在提高工作效率的同时,大幅度降低了开发周期与成本。 展开更多
关键词 socketPREEvision 二次开发 数据处理
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ActionScript3.0与跨域服务器进行Socket通信的方法与实现
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作者 姜林美 《福建电脑》 2014年第3期18-20,37,共4页
ActionScript 3.0在网页应用的前端开发中有着大量的应用。本文就如何解决在这些应用中当使用ActionScript 3.0与服务器建立Socket连接时存在的沙箱问题展开讨论,并介绍了ActionScript 3.0与Java服务器进行Socket通信的一个具体实现。... ActionScript 3.0在网页应用的前端开发中有着大量的应用。本文就如何解决在这些应用中当使用ActionScript 3.0与服务器建立Socket连接时存在的沙箱问题展开讨论,并介绍了ActionScript 3.0与Java服务器进行Socket通信的一个具体实现。本实现对提高Flash或Flex网页前端的开发效率具有一定的参考价值。 展开更多
关键词 ACTioNSCRIPT 沙箱 socket通信 FLEX Flash Java
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基于Profinet IO通信的码垛机器人包装系统设计
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作者 蒋玲 严家炜 《内燃机与配件》 2025年第18期83-85,共3页
本文设计了一种基于Profinet IO的码垛机器人控制系统,采用S7-1500 PLC为控制器,2台S7-1200 PLC和G120C变频器作为IO设备,通过Profinet网络实现多设备数据交互。系统集成手动/自动双模式程序架构,主站通过PN通信实时控制变频器运行及机... 本文设计了一种基于Profinet IO的码垛机器人控制系统,采用S7-1500 PLC为控制器,2台S7-1200 PLC和G120C变频器作为IO设备,通过Profinet网络实现多设备数据交互。系统集成手动/自动双模式程序架构,主站通过PN通信实时控制变频器运行及机器人运动轨迹,结合TPC7062Ti触摸屏构建以太网人机界面,以图形化方式动态监控设备状态与运行参数。在YL-158GA1实训平台上构建的模拟系统经调试验证,机器人可精准完成货物抓取、搬运和码垛流程,该系统具有较高的工作效率和准确性,能够满足实际生产的需求。 展开更多
关键词 码垛机器人 变频器 PLC 触摸屏 Profinet io
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基于Socket通信的工业机器人监控系统研究
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作者 李英 《产业科技创新》 2025年第2期47-51,共5页
本文旨在通过Socket通信技术,设计并开发一个针对工业机器人的监控系统,以提升工业自动化水平。采用C/S和B/S混合架构,利用Socket通信机制实现PLC与工业机器人之间的数据交互。研究结果表明,该系统能够实时监控工业机器人的运行状态,准... 本文旨在通过Socket通信技术,设计并开发一个针对工业机器人的监控系统,以提升工业自动化水平。采用C/S和B/S混合架构,利用Socket通信机制实现PLC与工业机器人之间的数据交互。研究结果表明,该系统能够实时监控工业机器人的运行状态,准确展示机器人三维运动姿态,并远程存储末端坐标轨迹。通过实验验证,系统通信成功率高,数据处理速度快,监控界面响应及时,有效提升了工业机器人的监控效率和准确性。由此可见,基于Socket通信的工业机器人监控系统具有广阔的应用前景,可为后期推动工业自动化发展提供重要的技术支持。 展开更多
关键词 socket通信 工业机器人 监控系统
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Clinical and impression cytology findings of amniotic membrane and oral mucosal membrane transplantation for the management of socket contracture 被引量:3
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作者 Bengi Ece Kurtul Ugur Erdener +2 位作者 Mehmet Cem Mocan Murat Irkec Mehmet Orhan 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2014年第2期340-344,共5页
AIM:To investigate and compare the cytopathological and clinical effects of amniotic membrane transplantation(AMT)and oral mucosal membrane transplantation(OMMT)in socket contraction.METHODS:Twelve patients who could ... AIM:To investigate and compare the cytopathological and clinical effects of amniotic membrane transplantation(AMT)and oral mucosal membrane transplantation(OMMT)in socket contraction.METHODS:Twelve patients who could not be fitted with ocular prosthesis due to socket contracture were included in this study.Seven patients underwent AMT and 5 patients underwent OMMT.Thirteen patients who had healthy sockets were included as control group.Depth of inferior fornix,degree of inflammation,extent of the socket contracture and socket volume were measured in the preoperative period and at sixth and twelfth weeks postoperatively.Impression cytology of conjunctival fornices and tear transforming growth factor beta-1(TGFβ1)levels were determined.RESULTS:In the AMT group,socket volume and lower fornix depth values were significantly higher(P=0.030and P=0.004 respectively)and inflammation levels and impression cytology stages(P=0.037 and P=0.022respectively)were significantly lower in postoperative period compared to preoperative period.In the OMMT group,no statistical differences were found in terms of clinical parameters,inflammation levels and impression cytology stages of preoperative versus postoperative values.Preoperative tear TGFβ1 levels were higher in AMT and OMMT groups compared to the control group(25.5 ng/mL,26.3 ng/mL and 21.7 ng/mL respectively).Decreased tear TGFβ1 levels were observed in both the AMT and OMMT groups postoperatively(median decrease value=2.1 ng/mL and 2.7 ng/mL respectively).CONCLUSION:AMT is associated with postoperative improvement in inferior fornix depth,socket volume,inflammation and impression cytology levels and may bea more proper alternative method than OMMT in the management of socket contracture. 展开更多
关键词 socket reconstruction amniotic membrane oral mucosal membrane
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The Effect of Simvastatin on mRNA Expression of Transforming Growth Factor-β1,Bone Morphogenetic Protein-2 and Vascular Endothelial Growth Factor in Tooth Extraction Socket 被引量:11
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作者 Chang Liu Zhe Wu Hong-chen Sun 《International Journal of Oral Science》 SCIE CAS CSCD 2009年第2期90-98,共9页
Aim To determine the effect of local simvastatin application on the mRNA expression level of transforming growth factor-β1 (TGF-β1), bone morphogenetic protein-2 (BMP-2) and vascular endothelial growth factor (... Aim To determine the effect of local simvastatin application on the mRNA expression level of transforming growth factor-β1 (TGF-β1), bone morphogenetic protein-2 (BMP-2) and vascular endothelial growth factor (VEGF) in the tooth sockets of rat. Methodology Forty-eight male Wistar rats were randomly divided into experimental and control groups (n=24). Polylactic acid/polyglycolic acid copolymer carriers, with or without simvastatin, were implanted into extraction sockets of right mandibular incisors. The expression of TGF-β1, BMP-2 and VEGF mRNA was determined by in situ hybridization in the tooth extraction socket at five days, one week, two weeks and four weeks after implantation. Results The fusiform stroma cells in the tooth extraction socket began to express TGF-β1, BMP-2 and VEGF mRNA in both experimental and control groups from one week after tooth extraction until the end of experiment. The expression of TGF-131 and BMP-2 mRNA in the experimental group was significantly up-regulated after one, two and four weeks, and expression of VEGF mRNA was significantly increased after one and two weeks compared with that in the control group. Conclusion The findings indicate that local administration of simvastatin can influence alveolar bone remodeling by regulating the expression of a school of growth factors which are crucial to osteogenesis in the tooth extraction socket. 展开更多
关键词 bone morphogenetic protein-2 (BMP-2) in situ hybridization SIMVASTATIN tooth extraction socket transforming growth factor-β1 (TGF-β1) vascular endothelial growth factor (VEGF)
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Discussion on“Empirical methods for determining shaft bearing capacity of semi-deep foundations socketed in rocks”[J Rock Mech Geotech Eng 6(2017)1140-151] 被引量:3
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作者 Ergin Arioglu Pinar Toru Seker Hasan Burak Gokce 《Journal of Rock Mechanics and Geotechnical Engineering》 CSCD 2018年第3期603-606,共4页
A new comprehensive set of data(n = 178) is compiled by adding a data set(n = 72) collected by Arioglu et al.(2007) to the data set(n = 106) presented in Rezazadeh and Eslami(2017). Then, the compiled data s... A new comprehensive set of data(n = 178) is compiled by adding a data set(n = 72) collected by Arioglu et al.(2007) to the data set(n = 106) presented in Rezazadeh and Eslami(2017). Then, the compiled data set is evaluated regardless of the variation in lithology/strength. The proposed empirical equation in this study comprises a wider range of uniaxial compressive strength(UCS)(0.15 MPa 〈 σ_(rc) 〈156 MPa) and various rock types. Rock mass cuttability index(RMCI) is correlated with shaft resistance(r_s) to predict the shaft resistance of rock-socketed piles. The prediction capacity of the RMCI versus r_s equation is also found to be in a fair good agreement with the presented data in Rezazadeh and Eslami(2017). Since the RMCI is a promising parameter in the prediction of shaft resistance, the researchers in the rock-socketed pile design area should consider this parameter in the further investigations. 展开更多
关键词 Uniaxial compressive strength (UCS) Rock mass cuttability index (RMCI) Shaft resistance Rock socketed piles Database
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Research of Web Real-Time Communication Based on Web Socket 被引量:1
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作者 Qigang Liu Xiangyang Sun 《International Journal of Communications, Network and System Sciences》 2012年第12期797-801,共5页
Regarding the limitations of traditional web real-time communication solutions such as polling, long-polling, flash plug-in, propose that using new coming Web Socket technology in the web real-time communication field... Regarding the limitations of traditional web real-time communication solutions such as polling, long-polling, flash plug-in, propose that using new coming Web Socket technology in the web real-time communication field, introduce the features of Web Socket technology, analysis the difference between Web Socket protocol and HTTP protocol, offer an approach to implement the Web Socket both in client and server side, prove Web Socket can decrease network traffic and latency greatly by an experiment, made the prospect of future application of Web Socket in web real-time communication. 展开更多
关键词 WEB socket Full-Duplex HTTP STREAMING Long-Polling LATENCY
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Post-surgical evaluation of dry socket formation after surgical removal of impacted mandibular third molar—A prospective study 被引量:1
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作者 Vijay Kumar Manoj Chaudhary +1 位作者 Sanjay Singh Gokkulakrishnan   《Open Journal of Stomatology》 2012年第4期292-298,共7页
Aims & Objectives: This study was performed to evaluate the incidence, risk factors (age, sex, infection, radiographic difficulty of the extraction, tobacco use) contributing to the development of dry socket and c... Aims & Objectives: This study was performed to evaluate the incidence, risk factors (age, sex, infection, radiographic difficulty of the extraction, tobacco use) contributing to the development of dry socket and clinical features following surgical removal of impacted mandibular third molar. Materials and Methods: The study included 63 patients during period of September 2009 to September 2011 in the age group of 18 to 53 years with impacted mandibular third molars all of which were surgically removed under local anesthesia by the same operator. Following surgery all patients received a single dose of 4 mg corticosteroid intravenously and similar prescriptions for analgesics, antibiotics and postoperative instructions. All patients were reviewed at 3rd and 7th day postoperatively. Results: In this study incidence of dry socket was 6.3%. We also noticed onset of symptom mostly appeared within 48 hours. Postoperatively pain, bare bone and halitosis were the most significant clinical feature at 3rd postoperative day and pain, empty socket and bare bone were most significant clinical feature at 7th postoperative day. Variables like right 3rd molar impaction, patients mean age between 19 - 32 years, female, preoperative infection, radiographically difficult impaction and habitual tobacco users showed a higher incidence of dry socket formation. Conclusion: Incidence of dry socket formation is multifactorial and therefore, there is need to evaluate all factors, with special attentions in handling these patients to reduce the incidence of dry socket formation. 展开更多
关键词 DRY socket THIRD MOLAR Impactions THIRD MOLAR SURGERY
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Empirical methods for determining shaft bearing capacity of semi-deep foundations socketed in rocks 被引量:7
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作者 S.Rezazadeh A.Eslami 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2017年第6期1140-1151,共12页
Semi-deep foundations socketed in rocks are considered to be a viable option for the foundations in the presence of heavy load imposed by high-rise structures, due to the low settlement and high bearing capacity. In t... Semi-deep foundations socketed in rocks are considered to be a viable option for the foundations in the presence of heavy load imposed by high-rise structures, due to the low settlement and high bearing capacity. In the optimum design of semi-deep foundations, prediction of the shaft bearing capacity, rs, of foundations socketed in rocks is thus critically important. In this study, the unconfined compressive strength(UCS), qu, has been applied in order to investigate the shaft bearing capacity. For this, a database of 106 full-scale load tests is compiled with UCS values of surrounding rocks, in which 34 tests with rock quality designation(RQD), and 5 tests with rock mass rating(RMR). The bearing rocks for semi-deep foundations include limestone, mudstone, siltstone, shale, granite, tuff, granodiorite, claystone, sandstone, phyllite, schist, and greywacke. Using the database, the applicability and accuracy of the existing empirical methods are evaluated and new relations are derived between the shaft bearing capacity and UCS based on the types of rocks. Moreover, a general equation in case of unknown rock types is proposed and it is verified by another set of data. Since rock-socketed shafts are supported by rock mass(not intact rock), a reduction factor for the compressive strength is suggested and verified in which the effect of discontinuities is considered using the modified UCS, qu(modified), based upon RMR and RQD in order to take into account the effect of the rock mass properties. 展开更多
关键词 Shaft bearing capacity Semi-deep foundations Database Rock-socketed shaft Unconfined compressive strength(UCS)
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Impact of Local Application of Clindamycin in Preventing Dry Socket after Third Mandibular Molar Extraction
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作者 Vjosa Hamiti-Krasniqi Zana Agani +3 位作者 Gafur Shtino Mergime Loxha Jehona Ahmedi Aida Rexhepi 《Open Journal of Stomatology》 2014年第9期463-469,共7页
Extraction of third mandibular tooth is one of the most commonly performed surgical procedures in oral surgery. One of the most common complications following the extraction of third mandibular molar teeth is dry sock... Extraction of third mandibular tooth is one of the most commonly performed surgical procedures in oral surgery. One of the most common complications following the extraction of third mandibular molar teeth is dry socket (alveolar osteitis). Dry socket is the delayed healing of the wound of the alveolar bone after dental extractions. The purpose of this study was to determine if the intra-alveolar application of Clindamycin could reduce the incidence of dry socket following the extraction of third mandibular molar tooth. Patients who qualified for the prospective, randomized, double-masked, placebo-controlled trial were randomly divided into 2 groups, each group 30 patients. The first group (30 patients) included smokers and the second group (30 patients) included non smokers. Both groups had the mandibular third molar extracted in both sides at the same time. In total, 120 third molars were extracted. The left site was a study group in which we applied the clindamycin and the right site was a control group. The patients were also divided by gender. Dry socket occurred in 3.3% of cases for patients whom were given Clindamycin, regardless of their smoking habits, as opposed to 31.7% for those who did not receive the antibiotic. Results clearly showed that Clindamycin had a huge impact on reducing dry socket regardless of smoking habits. 展开更多
关键词 Dry socket CLINDAMYCIN NON-SMOKERS SMOKERS
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Dermis-fat graft for contracted socket reconstruction in an indigenous black population, Southwestern Nigeria
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作者 Oluyemi Fasina 《Case Reports in Clinical Medicine》 2019年第4期87-92,共6页
The purpose of this case series is to report the indications for dermis-fat grafting and the outcome of treatment in orbital soft tissue contraction among patients in a tertiary center. It is a retrospective, consecut... The purpose of this case series is to report the indications for dermis-fat grafting and the outcome of treatment in orbital soft tissue contraction among patients in a tertiary center. It is a retrospective, consecutive, interventional case series where all patients with orbital soft tissue contraction who had dermis-fat grafting were studied. All nine patients in our series underwent secondary dermis-fat grafting for orbital soft tissue reconstruction. The major cause for contracted socket was surgical eye removal following trauma. Eight of nine patients had no orbital implants inserted at the time of primary eye removal and eight patients have had failed orbital reconstructive procedures. Satisfactory cosmetic results were reported in all patients post-operatively. Dermis-fat grafting for contracted socket reconstruction was found to give satisfactory cosmetic results in our studied population. 展开更多
关键词 Anophthalmic socket Contracted socket Dermis-Fat GRAFT NIGERIA Outcome
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基于Socket.IO的互动教学即时反馈系统的设计与实现 被引量:13
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作者 李广文 《中国现代教育装备》 2012年第18期10-12,共3页
一、互动教学即时反馈系统 互动反馈系统(Interactive Response System,简称IRS)是一种以多媒体、计算机网络等现代信息技术为基础的网络平台。互动反馈系统使学生人手一个设备,具有测查、统计和记录功能,实现即时反馈和互动。目... 一、互动教学即时反馈系统 互动反馈系统(Interactive Response System,简称IRS)是一种以多媒体、计算机网络等现代信息技术为基础的网络平台。互动反馈系统使学生人手一个设备,具有测查、统计和记录功能,实现即时反馈和互动。目前,市场上流行的各种互动反馈系统产品都使用无线通讯技术,遥控器由早期的红外线(IR)逐步进化到采用无线射频(I心)技术。投票是互动反馈系统的基本功能,题型一般为选择题或是非题,题目可以是纯文字的或带有多媒体素材的题干或选项。当学生提交答案后,系统可以显示出长条图、圆饼图或其他类型的统计图。 展开更多
关键词 反馈系统 互动教学 socket 现代信息技术 多媒体素材 设计 无线通讯技术 计算机网络
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An innovative orbital implant positioner for the proper restoration of eye-socket defects
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作者 Marco Mandolini Agnese Brunzini +2 位作者 Manila Caragiuli Alida Mazzoli Mario Pagnoni 《Bio-Design and Manufacturing》 SCIE EI CAS CSCD 2023年第1期82-89,共8页
Fractures to the orbital walls and floor must be appropriately managed to avoid severe conditions.This results in particularly challenging anatomical reconstructions.The main issues are the implant’s proper shaping,p... Fractures to the orbital walls and floor must be appropriately managed to avoid severe conditions.This results in particularly challenging anatomical reconstructions.The main issues are the implant’s proper shaping,placement,and orientation onto the eye socket.A new,customized implant-shaping mould has already been developed to shape patient-specific implants.However,it still does not address the implant positioning in the fractured orbital cavity. 展开更多
关键词 socket ORBITAL walls
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The Role of Leukocyte and Platelet-Rich Fibrin in Enhancing the Healing of Extraction Sockets: An Overview of the Literature
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作者 Yazan Alawneh Mahmoud Abu-Ta’a 《Open Journal of Stomatology》 2023年第3期97-105,共20页
Introduction: Leukocyte and platelet-rich fibrin (L-PRF) is an emerging material in dentistry, however, there are controversies surrounding its effectiveness. Despite the amount of literature available, debates regard... Introduction: Leukocyte and platelet-rich fibrin (L-PRF) is an emerging material in dentistry, however, there are controversies surrounding its effectiveness. Despite the amount of literature available, debates regarding its effect continue. This review aims to summarize and clarify the data surrounding the use of L-PRF in promoting the healing of extraction sockets, which may offer a better outcome for future treatments. Purpose: The purpose of this review is to evaluate the current literature on the use of L-PRF in promoting the healing of extraction sockets, and to provide a comprehensive overview of the available evidence. Methods: A comprehensive computer-based search of databases such as PubMed, Medline, and Cochrane Library was conducted. Results: The results of this review suggest that L-PRF has shown promise in promoting early healing of extraction sockets, but the evidence for its effectiveness over a longer period is limited. Conclusion: Although L-PRF has shown promising results in the early healing periods, its effectiveness over a longer healing period cannot be confirmed based on the available data. More clinical trials with standardized protocols and consistent measurement methods are needed to establish the role of L-PRF in enhancing the healing of extraction sockets. 展开更多
关键词 Leukocyte and Platelet Rich Fibrin Extraction sockets Hard Tissue Soft Tissue
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