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Diversity,Complexity,and Challenges of Viral Infectious Disease Data in the Big Data Era:A Comprehensive Review 被引量:1
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作者 Yun Ma Lu-Yao Qin +1 位作者 xiao ding Ai-Ping Wu 《Chinese Medical Sciences Journal》 2025年第1期29-44,I0005,共17页
Viral infectious diseases,characterized by their intricate nature and wide-ranging diversity,pose substantial challenges in the domain of data management.The vast volume of data generated by these diseases,spanning fr... Viral infectious diseases,characterized by their intricate nature and wide-ranging diversity,pose substantial challenges in the domain of data management.The vast volume of data generated by these diseases,spanning from the molecular mechanisms within cells to large-scale epidemiological patterns,has surpassed the capabilities of traditional analytical methods.In the era of artificial intelligence(AI)and big data,there is an urgent necessity for the optimization of these analytical methods to more effectively handle and utilize the information.Despite the rapid accumulation of data associated with viral infections,the lack of a comprehensive framework for integrating,selecting,and analyzing these datasets has left numerous researchers uncertain about which data to select,how to access it,and how to utilize it most effectively in their research.This review endeavors to fill these gaps by exploring the multifaceted nature of viral infectious diseases and summarizing relevant data across multiple levels,from the molecular details of pathogens to broad epidemiological trends.The scope extends from the micro-scale to the macro-scale,encompassing pathogens,hosts,and vectors.In addition to data summarization,this review thoroughly investigates various dataset sources.It also traces the historical evolution of data collection in the field of viral infectious diseases,highlighting the progress achieved over time.Simultaneously,it evaluates the current limitations that impede data utilization.Furthermore,we propose strategies to surmount these challenges,focusing on the development and application of advanced computational techniques,AI-driven models,and enhanced data integration practices.By providing a comprehensive synthesis of existing knowledge,this review is designed to guide future research and contribute to more informed approaches in the surveillance,prevention,and control of viral infectious diseases,particularly within the context of the expanding big-data landscape. 展开更多
关键词 viral infectious diseases big data data diversity and complexity data standardization artificial intelligence data analysis
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Vascularized organoid-on-a-chip for centimeter-scale organoid cultivation 被引量:1
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作者 xiaofeng Gong Chen Yang +5 位作者 Jianchen Peng xiao ding Hui Yang Aaron Gerald Wang Emmanuel Enoch Dzakah Bing Zhao 《Bio-Design and Manufacturing》 2025年第3期410-422,I0023-I0027,共18页
An organoid is a three-dimensional(3D)cell culture model that can reproduce the distinct structure and inherent functionality of certain organs.Nevertheless,a major limitation of organoids is the absence of a complex ... An organoid is a three-dimensional(3D)cell culture model that can reproduce the distinct structure and inherent functionality of certain organs.Nevertheless,a major limitation of organoids is the absence of a complex vascular network,thus restricting the supply of oxygen and essential nutrients.Coupled with their inherent size constraints and metabolite accumulation,it is challenging for organoids to replicate the natural intricacies of organs,thereby limiting their applicability.To overcome the challenges associated with this technology,we developed a culture platform to cultivate tumors or organ-derived organoids up to the centimeter scale.Initially,a customized organoid-on-a-chip including a microvascular network at the micron scale was designed using 3D printing.Further,by integrating an infusion device,the chip ensures an adequate supply of nutrients and fluid immersion while mimicking blood flow dynamics.Our method overcomes the issue of the limited size of organoids due to insufficient nutrient access,making it possible to produce large-scale tumor and normal tissue models in vitro,while providing insights into drug efficacy and toxicology evaluation as well as standardized organoid production. 展开更多
关键词 Organoid Tumoroid BIOMATERIALS Organoid-on-a-chip Biomedical engineering
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Evaluating the performance of the PREDAC method in flu vaccine recommendations over the past decade(2013-2023)
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作者 Yousong Peng Lei Yang +6 位作者 Weijuan Huang Mi Liu xiao ding Xiangjun Du Yuelong Shu Taijiao Jiang Dayan Wang 《Virologica Sinica》 2025年第2期288-291,共4页
Dear Editor,Influenza viruses cause significant mortality and morbidity in humans.Vaccination is currently the most effective way to combat the virus(Perofsky and Nelson,2020).Unfortunately,the influenza virus frequen... Dear Editor,Influenza viruses cause significant mortality and morbidity in humans.Vaccination is currently the most effective way to combat the virus(Perofsky and Nelson,2020).Unfortunately,the influenza virus frequently changes its antigenicity through rapid mutations,leading to decreased vaccine efficacy or even failure.To improve vaccine effectiveness,it is necessary to monitor antigenic variation and update vaccine strains when significant antigenic variation occurs(Perofsky and Nelson,2020;Malik et al.,2024). 展开更多
关键词 antigenic variation influenza viruses update vaccine strains vaccination effectiveness influenza virus predac method monitor antigenic variation vaccine recommendations
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Corrigendum to“Evaluating the performance of the PREDAC method in flu vaccine recommendations over the past decade(2013–2023)”[Virol.Sin.40(2025)288–291]
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作者 Yousong Peng Lei Yang +6 位作者 Weijuan Huang Mi Liu xiao ding Xiangjun Du Yuelong Shu Taijiao Jiang Dayan Wang 《Virologica Sinica》 2025年第3期506-507,共2页
During the final proofing stage of the paper,the wrong version of Fig.2 was accidently used when replacing it with a high-resolution version.The star and circle marks were missing in the published version.
关键词 figure correction CORRIGENDUM flu vaccine star circle marks performance evaluation predac method
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Enhanced post-combustion CO_(2) capture and direct air capture by plasma surface functionalization of graphene adsorbent
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作者 Rahul Navik Eryu Wang +3 位作者 xiao ding Huang Yunyi Yiyu Liu Jia Li 《Journal of Energy Chemistry》 2025年第1期653-664,共12页
Graphene has enormous potential to capture CO_(2)due to its unique properties and cost-effectiveness.However,graphene-based adsorbents have drawbacks of lower CO_(2)adsorption capacity and poor selectivity.This work d... Graphene has enormous potential to capture CO_(2)due to its unique properties and cost-effectiveness.However,graphene-based adsorbents have drawbacks of lower CO_(2)adsorption capacity and poor selectivity.This work demonstrates a one-step rapid and sustainable N_(2)/H_(2)plasma treatment process to prepare graphene-based sorbent material with enhanced CO_(2)adsorption performance.Plasma treatment directly enriches amine species,increases surface area,and improves textural properties.The CO_(2)adsorption capacity increases from 1.6 to 3.3 mmol/g for capturing flue gas,and from 0.14 to 1.3 mmol/g for direct air capture (DAC).Importantly,the electrothermal property of the plasma-modified aerogels has been significantly improved,resulting in faster heating rates and significantly reducing energy consumption compared to conventional external heating for regeneration of sorbents.Modified aerogels display improved selectivity of 42 and 87 after plasma modification for 5 and 10 min,respectively.The plasma-treated aerogels display minimal loss between 17%and 19% in capacity after 40 adsorption/desorption cycles,rendering excellent stability.The N_(2)/H_(2)plasma treatment of adsorbent materials would lower energy expenses and prevent negative effects on the global economy caused by climate change. 展开更多
关键词 Carbon neutrality CO_(2)capture Climate change Plasma treatment Graphene aerogel
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苓桂术甘汤合泽泻汤治疗痰湿中阻型持续性姿势-感知性头晕临床观察
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作者 肖丁 顾兆一 韩晓丹 《西部中医药》 2025年第1期136-139,共4页
目的:观察苓桂术甘汤合泽泻汤治疗持续性姿势-感知性头晕(persistent postural-perceptual dizziness,PPPD)的临床疗效。方法:将52例PPPD痰湿中阻型患者完全随机分组后,以1∶1的比例系统随机分为治疗组26例,对照组26例,因不能配合随访工... 目的:观察苓桂术甘汤合泽泻汤治疗持续性姿势-感知性头晕(persistent postural-perceptual dizziness,PPPD)的临床疗效。方法:将52例PPPD痰湿中阻型患者完全随机分组后,以1∶1的比例系统随机分为治疗组26例,对照组26例,因不能配合随访工作,治疗组脱落2例,对照组脱落3例,最终治疗组24例,对照组23例。对照组采用前庭康复训练治疗,治疗组在前庭康复训练基础上联合苓桂术甘汤合泽泻汤治疗。其中中药治疗2周,前庭康复训练治疗12周,比较两组治疗前后眩晕残障程度评定量表(dizziness handicap inventory,DHI)评分、眩晕程度分级评分、中医证候评分量表和医院焦虑抑郁量表(hospital anxiety and depression scale,HADS)评分变化情况。结果:两组治疗后DHI、眩晕程度分级和HADS评分与本组治疗前比较均降低(P<0.05),且治疗组降低更明显(P<0.05);总有效率治疗组[87.5%(21/24)]高于对照组[60.9%(14/23)](P<0.05)。结论:苓桂术甘汤合泽泻汤联合前庭康复训练治疗痰湿中阻型PPPD疗效确切,可减轻临床症状和精神症状。 展开更多
关键词 持续性姿势-感知性头晕 苓桂术甘汤 泽泻汤 前庭康复训练 痰湿中阻
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Conceptual design report of the Super Tau-Charm Facility:the accelerator
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作者 xiao-Cong Ai Liu-Pan An +451 位作者 Shi-Zhong An Yu Bai Zheng-He Bai Olga Bakina Jian-Cong Bao Varvara Batozskaya Anastasios Belias Maria Enrica Biagini Li-Gong Bian Denis Bodrov Anton Bogomyagkov Manuela Boscolo Igor Boyko Ze-Xin Cao Serkant Cetin Marina Chadeeva Ming-Xuan Chang Qin Chang Dian-Yong Chen Fang-Zhou Chen Hai Chen Hua-Xing Chen Jin-Hui Chen Long Chen Long-Bin Chen Qi Chen Qu-Shan Chen Shao-Min Chen Wei Chen Ying Chen Zhi Chen Shan Cheng Si-Bo Cheng Tong-Guang Cheng Lian-Rong Dai Ling-Yun Dai Xin-Chen Dai Achim Denig Igor Denisenko Denis Derkach Heng-Tong ding Ming-Hui ding xiao ding Liao-Yuan Dong Yong Du Prokhor Egorov Kuan-Jun Fan Si-Yuan Fan Shuang-Shi Fang Zhu-Jun Fang Song Feng Xu Feng Hai-Bing Fu Jun Gao Yuan-Ning Gao Zi-Han Gao Cong Geng Li-Sheng Geng Hai-Liang Gong Jia-ding Gong Li Gong Shao-Kun Gong Sergi Gonzàlez-Solís Bo-Xing Gou Duan Gu Hao Guo Jun Guo Teng-Jun Guo Xin-Heng Guo Yu-Hui Guo Yu-Ping Guo Zhi-Hui Guo Selcuk Haciomeroglu Eiad Hamwi Cheng-Dong Han Ting-Ting Han Xi-Qing Hao Chong-Chao He Ji-Bo He Tian-Long He xiao-Gang He Masahito Hosaka Kai-Wen Hou Zhi-Long Hou Dong-Dong Hu Hai-Ming Hu Hao Hu Qi-Peng Hu Tong-Ning Hu xiao-Cheng Hu Yu Hu Zhen Hu Da-Zhang Huang Fei Huang Guang-Shun Huang Liang-Sheng Huang Peng-Wei Huang Rui-Xuan Huang Xing-Tao Huang Xue-Lei Huang Zhi-Cheng Huang Wang Ji Peng-Kun Jia Sen Jia Ze-Kun Jia Hong-Ping Jiang Hou-Bing Jiang Jian-Bin Jiao Ming-Jie Jin Su-Ping Jin Yi Jin Daekyoung Kang Xian-Wei Kang xiao-Lin Kang Leonid Kaptari Onur Bugra Kolcu Ivan Koop Evgeniy Kravchenko Yury Kudenko Meike Küßner Yong-Bin Leng Eugene Levichev Chao Li Chun-Yuan Li Chun-Hua Li Hai Tao Li Hai-Bo Li Hang-Zhou Li Heng-Ne Li Hong-Lei Li Hui-Jing Li Hui-Lin Li Jia-Rong Li Jin Li Lei Li Min Li Pei-Rong Li Pei-Lian Li Ren-Kai Li Sang-Ya Li Shu Li Teng Li Tian-You Li Wei-Wei Li Wen-Jun Li Xin Li Xin-Qiang Li Xin-Bai Li Xuan Li Xun-Feng Li Yan-Feng Li Ya-Xuan Li Ying Li Yu-Bo Li Jian Liang xiao Liang Yu Liang Ze-Rui Liang Chuang-Xin Lin De-Xu Lin Ting Lin Yu-Gen Lin Chao Liu Chao Liu Chia-Wei Liu Gang-Wen Liu Hang Liu Hong-Bang Liu Jian-Bei Liu Jian-Dang Liu Lang-Tian Liu Liang-Chen Liu Ming-Yi Liu Shu-Bin Liu Tao Liu Tian-Bo Liu Xiang Liu xiao-Yu Liu Xin Liu Xu-Yang Liu Yan-Rui Liu Yan-Lin Liu Yan-Wen Liu Yi Liu Yuan Liu Zhan-Wei Liu Zhao-Feng Liu Zhi-Qing Liu Zi-Rui Liu Zuo-Wei Liu Cai-Dian Lu Miao-Ran Lu Peng-Cheng Lu Yu Lu Qing Luo Tao Luo Tao Luo xiao-Feng Luo Hui-Hui Lv Shuo-Tian Lyu xiao-Rui Lyu Bo-Qiang Ma Cheng-Long Ma Shao-Hang Ma Teng Ma Wen-Bin Ma Yu Meng Meng-Xu Fan Xue-Ce Miao Mauro Migliorati Catia Milardi Taisiya Mineeva Yi-Hao Mo Hector Gisbert Mullor Elaf Musa Satoshi Nakamura Alexey Nefediev Yuan-Cun Nie Kazuhito Ohmi MPadmanath Pavel Pakhlov Jian Pang Emilie Passemar Guo-Xi Pei Hua Pei Hai-Ping Peng Liang Peng Rong-Gang Ping Bernard Pire Vindhyawasini Prasad Bin-Bin Qi Zhi-Jun Qi Yi Qian Cong-Feng Qiao Jia-Jia Qin Long-Yu Qin Qin Qin xiao-Shuai Qin Fedor Ratnikov Craig Roberts Antonio Rodríguez-Sánchez Yury Rogovsky Platon Rogozhin Pablo Roig Man-Qi Ruan Jorge Segovia Feng-Lei Shang Lei Shang Jian-Feng Shangguan ding-Yu Shao Ming Shao Zhuo-Xia Shao Cheng-Ping Shen Hong-Fei Shen xiao-Min Shen Zhong-Tao Shen Cai-Tu Shi Jia-Lei Shi Rui-Xiang Shi Yu-Kun Shi Zong-Guo Si Luiz Vale Silva Mikhail Skamarokha Jun-Chao Su Guang-Bao Sun Jun-Feng Sun Kun Sun Li Sun Ming-Kai Sun Rui Sun Xu-Lei Sun Jing-Yu Tang Yin-Gao Tang Ze-Bo Tang Wei Tao Valery Telnov Jia-Xiu Teng Yuriy Tikhonov Cheng-Ying Tsai Timofey Uglov Vincenzo Vagnoni German Valencia Guan-Yue Wan An-Xin Wang Bin Wang Cheng-Zhe Wang En Wang Hong-Jin Wang Jia Wang Jie Wang Jun-Zhang Wang Lei Wang Lei Wang Lin Wang Qian Wang Qian Wang Sheng-Quan Wang Sheng-Yuan Wang Shi-Kang Wang Wei Wang Wei-Ping Wang Xiang-Peng Wang Xia-Yu Wang Xiong-Fei Wang Ya-Qian Wang Yu-Ming Wang Yu-Hao Wang Zeren Simon Wang Zhi Wang Zhi-Gang Wang Zhi-Yong Wang Zi-Yu Wang Zi-Rui Wang Bing-Feng Wei Shao-Qing Wei Shu-Yi Wei xiao-Min Wei Ya-Jing Wei Ye-Long Wei Ulrich Wiedner Jia-Jun Wu Jun Wu Qun Wu Sang Wu Xin Wu Xing-Gang Wu Xuan Wu Yong-Cheng Wu Yu-Sheng Wu Lei Xia Zhi-Gang xiao Chun-Jie Xie Kai-Bo Xie Zi-Yu Xiong Ji Xu Lai-Lin Xu Shu-Sheng Xu Xin Xu Yue Xu Liang Yan Wen-Biao Yan Xue-Qing Yan Chi Yang Hai-Jun Yang Hong-Tao Yang Jun Yang Peng-Hui Yang Shuai Yang Tao Yang Wei-Hua Yang Xing-Hua Yang Xue-Ting Yang Yue-Ling Yang Zhen-Wei Yang Zhong-Juan Yang De-Liang Yao Zao-Chen Ye Kai Yi Li Yi Li-Xin Yin Zheng-Yun You Chen Yu Ze Yu Jing Yuan You-Jin Yuan Nefedov Yury Yi-Feng Zeng Wang-Mei Zha Ai-Lin Zhang ding-Yue Zhang Guang-Yi Zhang Guo-Heng Zhang Hai-Yan Zhang Hao-Ran Zhang Hong-Hao Zhang Hui-Bin Zhang Jia-Lian Zhang Jian-Rong Zhang Jian-Hui Zhang Jian-Yu Zhang Jie-Lei Zhang Lei Zhang Liang Zhang Ling-Hua Zhang Lin-Hao Zhang Ning Zhang Qiu-Yan Zhang Quan-Zheng Zhang Rui Zhang Rui-Yang Zhang Shao-Ru Zhang Sheng-Hui Zhang Shu-Lei Zhang Wen-Chao Zhang xiao-Yang Zhang xiao-Ming Zhang xiao-Tao Zhang Xin Zhang Xin-Hui Zhang Yan-Xi Zhang Ya-Teng Zhang Yi-Hao Zhang Yi-Fei Zhang Yu Zhang Yu Zhang Yu-Mei Zhang Zhen-Yu Zhang Zhi-Qing Zhang Zhi-Cai Zhang Jia-Yao Zhao Ming-Gang Zhao Qiang Zhao Rui-Guang Zhao Yang-Cheng Zhao Ze-Xuan Zhao Zheng-Guo Zhao Alexey Zhemchugov Bo Zheng Jing-Xin Zheng Liang Zheng Ran Zheng Xu-Chang Zheng Yang-Heng Zheng Bin Zhong Dai-Cui Zhou De-Min Zhou Hang Zhou Hao Zhou Jian Zhou Jian-Xin Zhou Qin-Song Zhou Shi-Yu Zhou Xiang Zhou xiao-Kang Zhou xiao-Rong Zhou Ya-Jin Zhou Yi Zhou Yi-Mei Zhou Ze-Ran Zhou Bing Zhu Jing-Yu Zhu Jing-Ya Zhu Lin Zhu Rui-Lin Zhu Xing-Hao Zhu Ying-Chun Zhu Zian Zhu Mikhail Zobov Yang Zong Bing-Song Zou Ye Zou Jian Zu 《Nuclear Science and Techniques》 2025年第12期8-177,共170页
Electron-positron colliders operating in the GeV center-of-mass range,or tau-charm energy region,have been proved to enable competitive frontier research due to several unique features.With the progress of high-energy... Electron-positron colliders operating in the GeV center-of-mass range,or tau-charm energy region,have been proved to enable competitive frontier research due to several unique features.With the progress of high-energy physics in the last two decades,a new-generation Tau-Charm factory,called the Super Tau-Charm Facility(STCF),has been actively promoted by the particle physics community in China.STCF has the potential to address fundamental questions such as the essence of color confinement and the matter-antimatter asymmetry within the next decades.The main design goals of the STCF are a center-of-mass energy ranging from 2 to 7 GeV and a luminosity surpassing 5×10^(34)cm^(−2)s^(−1)that is optimized at a center-of-mass energy of 4 GeV,which is approximately 50 times that of the currently operating Tau-Charm factory-BEPCII.The STCF accelerator has two main parts:a double-ring collider with a crab-waist collision scheme and an injector that provides top-up injections for both electron and positron beams.As a typical third-generation electron-positron circular collider,the STCF accelerator faces many challenges in both accelerator physics and technology.In this paper,the conceptual design of the STCF accelerator complex is presented,including the ongoing efforts and plans for technological research and develop-ment,as well as the required infrastructure.The STCF project aims to secure support from the Chinese central government for its construction during the 15th Five-Year Plan(2026-2030). 展开更多
关键词 Third-generation electron-positron collider Super high-luminosity Tau-charm physics Crab-waist collision scheme Touschek lifetime
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基于ADM1模型在线测算k_(L)a实现CSTR搅拌边云协同的智能控制
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作者 李兵 郭栋 +2 位作者 王瑞 肖鼎 胡风雪 《中国沼气》 2025年第4期54-58,共5页
厌氧消化1号模型(Anaerobic Digestion Model No.1,ADM1)量化表达了厌氧发酵过程中各类物质的转化过程,在研究和咨询领域获得了广泛的发展和应用,但ADM1并没有过多考虑物理化学过程,这些物化过程虽然并不直接经由微生物发生,但它们却可... 厌氧消化1号模型(Anaerobic Digestion Model No.1,ADM1)量化表达了厌氧发酵过程中各类物质的转化过程,在研究和咨询领域获得了广泛的发展和应用,但ADM1并没有过多考虑物理化学过程,这些物化过程虽然并不直接经由微生物发生,但它们却可以影响生化过程。通过建立ADM1气液转换模型,并基于生物甲烷潜力(BMP)测试建立液相气体浓度变化映射函数,将多元隐性模型转化为k_(L)a的显性模型,基于对k_(L)a参数的实时测算,对序批式投料的CSTR反应器搅拌装置设置变频激励机制,提高气液转换效率,促进沼气的快速逸出。经撬装CSTR中试设备连续实验测试,该智能控制模型相比传统运行方式容积产气率提升15.5%,对提升规模化沼气工程的生产效率具有显著的指导和应用价值。基于边云协同的智能控制为规模化生物燃气项目的智慧管控提供了全新的技术范式。 展开更多
关键词 厌氧消化 ADM1 CSTR 智能控制 边云协同
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基于多头注意力机制的用户窃电行为检测 被引量:14
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作者 肖丁 张玙璠 纪厚业 《计算机科学》 CSCD 北大核心 2022年第1期140-145,共6页
窃电对社会和经济发展造成了重大损害。如何基于电力大数据来检测用户恶意窃电行为,已受到学术界和工业界的广泛关注。针对传统方法依赖于手工特征、行为序列表征不足和检测精度差等问题,提出了一种基于多头注意力机制的窃电检测模型(El... 窃电对社会和经济发展造成了重大损害。如何基于电力大数据来检测用户恶意窃电行为,已受到学术界和工业界的广泛关注。针对传统方法依赖于手工特征、行为序列表征不足和检测精度差等问题,提出了一种基于多头注意力机制的窃电检测模型(Electricity Theft Detection Based on Multi-Head Attention, ETD-MHA)。该模型基于双向门控循环神经网络(Bidirectional Gated Recurrent Unit, BiGRU)充分捕获用户用电行为序列的时序特征,引入多头注意力机制来进一步增强关键特征的区分度,并通过加深网络来提高学习效果。在爱尔兰和中国国家电网智能电表数据集上进行了大量的实验,结果表明,相比传统的逻辑回归(Linear Regression, LR)、支持向量机(Support Vector Machine, SVM)、随机森林(Random Forest, RF)等多种算法,所提模型展现出了明显的优势。例如,在爱尔兰智能电表数据集上,其AUC值相比LR算法最高提升了34.6%。 展开更多
关键词 智能电网 窃电检测 深度学习 门控循环神经网络 多头注意力机制
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智能家居场景联动中基于知识图谱的隐式冲突检测方法研究 被引量:14
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作者 肖丁 王乾宇 +1 位作者 蔡铭 李秀 《计算机学报》 EI CSCD 北大核心 2019年第6期1190-1204,共15页
智能家居场景联动是智能家居系统提供的一种自动化服务,它通过各类智能设备的互联、互通和互动,从而为住户提供更为舒适、安全和节能的家居环境.然而,由于各个智能场景的侧重点不同、管理策略各异,当多个智能场景联动和叠加时,会引起作... 智能家居场景联动是智能家居系统提供的一种自动化服务,它通过各类智能设备的互联、互通和互动,从而为住户提供更为舒适、安全和节能的家居环境.然而,由于各个智能场景的侧重点不同、管理策略各异,当多个智能场景联动和叠加时,会引起作动器设备之间的竞争、干扰和矛盾等控制冲突现象,降低智能场景用户体验,缩短智能设备使用寿命,甚至危及住户的人身财产安全.因此,智能家居场景联动中的控制冲突问题亟需大量实验研究并找到解决方案.本文中,我们将控制冲突分为两大类,一类是同一作动器上执行明显相反动作的显式冲突,一类是不同作动器之间产生相互干扰动作的隐式冲突.现有的控制冲突检测技术对于显式冲突检测的研究较为成熟,而在隐式冲突检测方面性能相对较弱,其原因可归结为自动化程度低与漏判率高两大缺点.本文提出了一种基于知识图谱语义分析的作动器隐式冲突检测方法,可以充分整合并有效挖掘各类作动器功能描述的常识性知识,进而实现对作动器隐式冲突的自动化检测.该方法有两个主要环节,分别是作动器设备注册环节与规则制定环节.我们在作动器设备注册环节提取知识图谱中的常识性知识,对作动器功能之间的效果冲突进行识别判断,并以隐式冲突矩阵的形式将判断结果在边缘设备上进行存储,实现存在于不同类型作动器之间的干扰检测;在规则制定环节,借助隐式冲突矩阵的冲突信息进行字典式查询与匹配,以判断规则之间的隐式冲突.此外,基于知识图谱中设备功能短语自身特点,设计了基于语义贡献度的权重分配策略,完成词向量到短语向量的转化.为解决聚类后相同簇中近反义功能短语混合杂糅的问题,本文提出了相对极性指标和近反义关系一步扩展方法,并借由图模型染色算法将反义关系的短语拆分到不同子类,优化了聚类效果.通过利用IFTTT数据集对10个典型户型的测试,我们的方法对隐式冲突的查全率达到0.8301,查准率达到0.9681,F-score值为0.8938.实验结果表明,我们的方法相比于当前检测技术,查全率至少高出61.93%,F-score值至少高出54.56%.并且与已有的方法相比,我们的方法不需要人工标注,可以自动化地进行隐式冲突检测,显著提高了检测效率,同时极大降低了冲突的漏判率. 展开更多
关键词 智能家居场景联动 控制冲突 隐式冲突 知识图谱 权重分配 极性分析 智能家居
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印度尼西亚“全球海洋支点”与中印尼海洋战略对接
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作者 肖丁 王鹏程 《中阿科技论坛(中英文)》 2023年第4期6-10,共5页
“21世纪是海洋世纪”,中国和印度尼西亚作为区域性海洋大国,历来对海洋都投入了更多的关注。2012年,党的十八大报告首次提出“建设海洋强国”;2017年,党的十九大报告明确指出“坚持陆海统筹,加快建设海洋强国”;2022年,党的二十大报告... “21世纪是海洋世纪”,中国和印度尼西亚作为区域性海洋大国,历来对海洋都投入了更多的关注。2012年,党的十八大报告首次提出“建设海洋强国”;2017年,党的十九大报告明确指出“坚持陆海统筹,加快建设海洋强国”;2022年,党的二十大报告指出“发展海洋经济,保护海洋生态环境,加快建设海洋强国”。至此,海洋强国战略及其体系成型,并成为社会主义事业不可或缺的重要组成部分。2014年11月,佐科在东亚峰会上首次阐明“全球海洋支点”构想,并通过2017年第16号总统令确立了印尼海洋政策。以此为背景,中印尼两国在海洋战略发展上一拍即合,并在互联互通、渔业合作和安全合作等领域迎来了新的发展契机。本文重点就中国与印尼海洋合作对接的可行性及其实现路径进行了探讨。 展开更多
关键词 印度尼西亚 “全球海洋支点” 海洋强国
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用电行为数据可视分析系统 被引量:6
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作者 侯雪 肖丁 +1 位作者 陈璞迪 宋礼 《计算机应用》 CSCD 北大核心 2018年第A01期77-82,共6页
为了解决传统用电行为分析方法对分析结果难以解读、验证困难的问题,设计了一个理解用户用电行为的可视分析系统——VASEBD。首先对用电数据进行了组织和管理,并建立索引,以提高数据检索速度;提供了两种数据分析方法,系统用户可以选择... 为了解决传统用电行为分析方法对分析结果难以解读、验证困难的问题,设计了一个理解用户用电行为的可视分析系统——VASEBD。首先对用电数据进行了组织和管理,并建立索引,以提高数据检索速度;提供了两种数据分析方法,系统用户可以选择感兴趣的目标进行分析;设计了新颖的可视化方法对数据进行可视分析,能够帮助专家更好地分析与理解数据。该系统结合了用电行为数据挖掘方法和可视分析方法,帮助电力系统专家更好地结合自己的领域知识从丰富的用电行为数据中发现未知的趋势和现象,提供可靠、可理解的结果,分析不同用户之间用电行为的差异。最后采用VASEBD对某地区的用电行为进行了全方位的分析,得到了有价值的结论,在一定程度上证明了系统的有效性和实用性。 展开更多
关键词 电力数据 用电行为 数据挖掘 数据可视化 可视分析
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慢病毒载体介导的circ_0091581通过靶向miR-1256调控肝癌细胞增殖、凋亡和侵袭迁移的机制 被引量:1
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作者 温松奇 肖定 游建 《华中科技大学学报(医学版)》 CAS CSCD 北大核心 2021年第4期440-445,共6页
目的探讨circ_0091581对肝癌细胞增殖、凋亡和侵袭迁移的影响及分子机制。方法选取武汉市第四医院20例肝癌患者的癌组织及癌旁组织,用实时荧光定量PCR(RT-qPCR)检测circ_0091581和miR-1256的表达水平。Huh7细胞分为si-NC组、si-circ_009... 目的探讨circ_0091581对肝癌细胞增殖、凋亡和侵袭迁移的影响及分子机制。方法选取武汉市第四医院20例肝癌患者的癌组织及癌旁组织,用实时荧光定量PCR(RT-qPCR)检测circ_0091581和miR-1256的表达水平。Huh7细胞分为si-NC组、si-circ_0091581组、miR-NC组、miR-1256组、si-circ_0091581+anti-miR-NC组、si-circ_0091581+anti-miR-1256组,四甲基偶氮唑盐比色法(MTT)检测细胞活性;Transwell检测细胞迁移和侵袭;流式细胞术检测细胞凋亡;双荧光素酶报告实验验证circ_0091581和miR-1256的靶向关系。结果肝癌组织中circ_0091581表达水平升高,miR-1256表达水平降低(均P<0.05)。抑制circ_0091581表达或过表达miR-1256,Huh7细胞活性降低,迁移侵袭细胞数减少,细胞凋亡率升高(均P<0.05)。circ_0091581靶向调控miR-1256,下调miR-1256表达逆转了抑制circ_0091581表达对肝癌Huh7细胞增殖、迁移侵袭和凋亡的作用。结论抑制circ_0091581表达可能通过上调miR-1256抑制肝癌细胞增殖、侵袭迁移,促进其凋亡。 展开更多
关键词 circ_0091581 miR-1256 肝癌 增殖 凋亡 侵袭 迁移
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Role of macrophages in peripheral nerve injury and repair 被引量:26
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作者 Ping Liu Jiang Peng +6 位作者 Gong-Hai Han xiao ding Shuai Wei Gang Gao Kun Huang Feng Chang Yu Wang 《Neural Regeneration Research》 SCIE CAS CSCD 2019年第8期1335-1342,共8页
Resident and inflammatory macrophages are essential effectors of the innate immune system. These cells provide innate immune defenses and regulate tissue and organ homeostasis. In addition to their roles in diseases s... Resident and inflammatory macrophages are essential effectors of the innate immune system. These cells provide innate immune defenses and regulate tissue and organ homeostasis. In addition to their roles in diseases such as cancer, obesity and osteoarthritis, they play vital roles in tissue repair and disease rehabilitation. Macrophages and other inflammatory cells are recruited to tissue injury sites where they promote changes in the microenvironment. Among the inflammatory cell types, only macrophages have both pro-inflammatory (Ml) and anti-inflammatory (M2) actions, and M2 macrophages have four subtypes. The co-action of Ml and M2 subtypes can create a favorable microenvironment, releasing cytokines for damaged tissue repair. In this review, we discuss the activation of macrophages and their roles in severe peripheral nerve injury. We also describe the therapeutic potential of macrophages in nerve tissue engineering treatment and highlight approaches for enhancing M2 cell-mediated nerve repair and regeneration. 展开更多
关键词 NERVE REGENERATION MACROPHAGE origin polarization function NERVE INJURY NERVE REPAIR tissue engineering neural REGENERATION
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紫云英苷抗肿瘤作用相关信号通路的研究进展 被引量:1
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作者 肖鼎(综述) 白俊丞(综述) 张彬(审校) 《实用肿瘤学杂志》 CAS 2024年第1期62-66,共5页
紫云英苷是一种天然的类黄酮,以抗肿瘤等多样化的药理应用而闻名。研究发现紫云英苷具有巨大的抗肿瘤潜力,通过调节PI3K/Akt信号通路、MAPKs信号通路、JAK/STAT信号通路、NF-κB信号通路、Notch1通路、microRNA的表达、肿瘤侵袭和转移... 紫云英苷是一种天然的类黄酮,以抗肿瘤等多样化的药理应用而闻名。研究发现紫云英苷具有巨大的抗肿瘤潜力,通过调节PI3K/Akt信号通路、MAPKs信号通路、JAK/STAT信号通路、NF-κB信号通路、Notch1通路、microRNA的表达、肿瘤侵袭和转移等诱导肿瘤细胞凋亡,抑制肿瘤的增殖、侵袭和迁移。本文综述了近年来紫云英苷有关抗肿瘤信号通路的文献报道,分析并总结了每一条通路诱导肿瘤细胞凋亡的可能机制,以期为紫云英苷在抗肿瘤信号通路的开发和利用提供实验和理论依据。 展开更多
关键词 紫云英苷 抗肿瘤 信号通路
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浅谈首部式地下厂房洞室群施工支洞规划设计 被引量:2
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作者 杨凯中 肖丁 李军 《四川水利》 2019年第4期57-59,62,共4页
文章结合首部式地下厂房主要建筑物的布置形式及特点,在回顾总结已建或在建的瀑布沟、猴子岩、杨房沟等电站施工支洞的基础上,从施工支洞的规划布置原则、一般布置形式、洞线选择、断面选择及支护设计,系统阐述了首部地下式厂房洞室群... 文章结合首部式地下厂房主要建筑物的布置形式及特点,在回顾总结已建或在建的瀑布沟、猴子岩、杨房沟等电站施工支洞的基础上,从施工支洞的规划布置原则、一般布置形式、洞线选择、断面选择及支护设计,系统阐述了首部地下式厂房洞室群施工支洞的规划设计,为以后类似工程施工提供借鉴。 展开更多
关键词 地下厂房 洞室群 规划设计 施工支洞
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A land use regression for predicting NO_2 and PM_(10) concentrations in different seasons in Tianjin region,China 被引量:12
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作者 Li Chen Zhipeng Bai +5 位作者 Shaofei Kong Bin Han Yan You xiao ding Shiyong Du Aixia Liu 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2010年第9期1364-1373,共10页
Land use regression (LUR) model was employed to predict the spatial concentration distribution of NO2 and PM10 in the Tianjin region based on the environmental air quality monitoring data. Four multiple linear regre... Land use regression (LUR) model was employed to predict the spatial concentration distribution of NO2 and PM10 in the Tianjin region based on the environmental air quality monitoring data. Four multiple linear regression (MLR) equations were established based on the most significant variables for NO2 in heating season (R2 = 0.74), and non-heating season (R2 = 0.61) in the whole study area; and PM10 in heating season (R2 = 0.72), and non-heating season (R2 = 0.49). Maps of spatial concentration distribution for NO2 and PM10 were obtained based on the MLR equations (resolution is 10 krn). Intercepts of MLR equations were 0.050 (NOz, heating season), 0.035 (NO2, non-heating season), 0.068 (PM10, heating season), and 0.092 (PM10, non-beating season) in the whole study area. In the central area of Tianjin region, the intercepts were 0.042 (NO2, heating season), 0.043 (NO2, non-heating season), 0.087 (PM10, heating season), and 0.096 (PMl0, non-heating season). These intercept values might imply an area's background concentrations. Predicted result derived from LUR model in the central area was better than that in the whole study area. Rz values increased 0.09 (heating season) and 0.18 (non-heating season) for NO2, and 0.08 (heating season) and 0.04 (non-heating season) for PMl0. In terms of R2, LUR model performed more effectively in heating season than non-heating season in the study area and gave a better result for NOz compared with PM10. 展开更多
关键词 land use regression air pollution TIANJIN background concentration geographic information system
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Therapeutic strategies for peripheral nerve injury: decellularized nerve conduits and Schwann cell transplantation 被引量:7
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作者 Gong-Hai Han Jiang Peng +4 位作者 Ping Liu xiao ding Shuai Wei Sheng Lu Yu Wang 《Neural Regeneration Research》 SCIE CAS CSCD 2019年第8期1343-1351,共9页
In recent years, the use of Schwann cell transplantation to repair peripheral nerve injury has attracted much attention. Animal-based studies show that the transplantation of Schwann cells in combination with nerve sc... In recent years, the use of Schwann cell transplantation to repair peripheral nerve injury has attracted much attention. Animal-based studies show that the transplantation of Schwann cells in combination with nerve scaffolds promotes the repair of injured peripheral nerves. Autologous Schwann cell transplantation in humans has been reported recently. This article reviews current methods for removing the extracellular matrix and analyzes its composition and function. The development and secretory products of Schwann cells are also reviewed. The methods for the repair of peripheral nerve injuries that use myelin and Schwann cell transplantation are assessed. This survey of the literature data shows that using a decellularized nerve conduit combined with Schwann cells represents an effective strategy for the treatment of peripheral nerve injury. This analysis provides a comprehensive basis on which to make clinical decisions for the repair of peripheral nerve injury. 展开更多
关键词 NERVE REGENERATION peripheral NERVE injury NERVE CONDUITS DECELLULARIZATION EXTRACELLULAR matrix Schwann cell neural REGENERATION
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基于复杂网络理论的城轨线网抗毁性对比分析 被引量:10
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作者 赵瑞琳 牟海波 +1 位作者 肖丁 杨景峰 《交通信息与安全》 CSCD 北大核心 2021年第3期41-49,共9页
为分析不同规模轨道交通路网面对突发事件的抗毁性能,选取中国10个典型城市的轨道交通网络,采用复杂网络理论分析模拟攻击下网络的抗毁程度。利用Pajek软件构建Space-L拓扑空间抽象路网,设定定量化评价指标,系统分析随机攻击、累计节点... 为分析不同规模轨道交通路网面对突发事件的抗毁性能,选取中国10个典型城市的轨道交通网络,采用复杂网络理论分析模拟攻击下网络的抗毁程度。利用Pajek软件构建Space-L拓扑空间抽象路网,设定定量化评价指标,系统分析随机攻击、累计节点蓄意攻击下网络的抗毁性;利用改进网络效率公式分析单节点蓄意攻击下单一节点的失效对网络的影响程度。研究结果表明,轨道交通网络是无标度网络。随机攻击下,2种规模网络在指标为节点度、网络效率、最大连通子图的失效站点数占比分别达到10.44%和11.09%,17.99%和18.39%,13.27%和12.92%时路网崩溃;累计节点蓄意攻击下,2种规模网络在指标为节点度、网络效率、最大连通子图的失效站点数占比分别达到5.22%和5.17%,4.3%和3.19%,4.23%和2.43%时路网崩溃。与在发散型线路交点的失效节点相比,处在三角形顶点或网状结构内的失效节点对整体网络的抗毁性更强。 展开更多
关键词 城市轨道交通 拓扑网络 抗毁性分析 模拟攻击 网络规模 复杂网络理论
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Protein microarray analysis of cytokine expression changes in distal stumps after sciatic nerve transection 被引量:4
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作者 xiao-Qing Cheng Xue-Zhen Liang +9 位作者 Shuai Wei xiao ding Gong-Hai Han Ping Liu Xun Sun Qi Quan He Tang Qing Zhao Ai-Jia Shang Jiang Peng 《Neural Regeneration Research》 SCIE CAS CSCD 2020年第3期503-511,共9页
A large number of chemokines,cytokines,other trophic factors and the extracellular matrix molecules form a favorable microenvironment for peripheral nerve regeneration.This microenvironment is one of the major factors... A large number of chemokines,cytokines,other trophic factors and the extracellular matrix molecules form a favorable microenvironment for peripheral nerve regeneration.This microenvironment is one of the major factors for regenerative success.Therefore,it is important to investigate the key molecules and regulators affecting nerve regeneration after peripheral nerve injury.However,the identities of specific cytokines at various time points after sciatic nerve injury have not been determined.The study was performed by transecting the sciatic nerve to establish a model of peripheral nerve injury and to analyze,by protein microarray,the expression of different cytokines in the distal nerve after injury.Results showed a large number of cytokines were up-regulated at different time points post injury and several cytokines,e.g.,ciliary neurotrophic factor,were downregulated.The construction of a protein-protein interaction network was used to screen how the proteins interacted with differentially expressed cytokines.Kyoto Encyclopedia of Genes and Genomes pathway and Gene ontology analyses indicated that the differentially expressed cytokines were significantly associated with chemokine signaling pathways,Janus kinase/signal transducers and activators of transcription,phosphoinositide 3-kinase/protein kinase B,and notch signaling pathway.The cytokines involved in inflammation,immune response and cell chemotaxis were up-regulated initially and the cytokines involved in neuronal apoptotic processes,cell-cell adhesion,and cell proliferation were up-regulated at 28 days after injury.Western blot analysis showed that the expression and changes of hepatocyte growth factor,glial cell line-derived neurotrophic factor and ciliary neurotrophic factor were consistent with the results of protein microarray analysis.The results provide a comprehensive understanding of changes in cytokine expression and changes in these cytokines and classical signaling pathways and biological functions during Wallerian degeneration,as well as a basis for potential treatments of peripheral nerve injury.The study was approved by the Institutional Animal Care and Use Committee of the Chinese PLA General Hospital,China(approval number:2016-x9-07)in September 2016. 展开更多
关键词 cytokines DISTAL stump gene ontology KYOTO ENCYCLOPEDIA of Genes and Genomes pathway peripheral nerve injury protein microarray PROTEIN-PROTEIN interaction network Wallerian degeneration
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