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基于全局时空编码网络的猴类动物行为识别 被引量:1
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作者 孙峥 张素才 马喜波 《图学学报》 CSCD 北大核心 2022年第5期832-840,共9页
猴类动物行为的准确量化是临床前药物安全评价的一个基本目标。视频中猴类动物行为分析的一个重要路径是使用目标的骨架序列信息,然而现有的大部分骨架行为识别方法通常在时间和空间维度分别提取骨架序列的特征,忽略了骨架拓扑结构在时... 猴类动物行为的准确量化是临床前药物安全评价的一个基本目标。视频中猴类动物行为分析的一个重要路径是使用目标的骨架序列信息,然而现有的大部分骨架行为识别方法通常在时间和空间维度分别提取骨架序列的特征,忽略了骨架拓扑结构在时空维度的整体性。针对该问题,提出了一种基于全局时空编码网络(GSTEN)的骨架行为识别方法。该方法在时空图卷积网络(ST-GCN)的基础上,并行插入全局标志生成器(GTG)和全局时空编码器(GSTE)来提取时间和空间维度的全局特征。为了验证提出的GSTEN性能,在自建的猴类动物行为识别数据集上开展实验。实验结果表明,该网络在基本不增加模型参数量的情况下,准确率指标达到76.54%,相较于基准模型ST-GCN提升6.79%。 展开更多
关键词 行为识别 骨架序列 全局时空编码网络 猴类动物 药物安全评价
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Wearable and flexible electrochemical sensors for sweat analysis:a review 被引量:7
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作者 Fupeng Gao Chunxiu Liu +17 位作者 Lichao Zhang Tiezhu Liu Zheng Wang Zixuan Song Haoyuan Cai Zhen Fang Jiamin Chen Junbo Wang Mengdi Han Jun Wang Kai Lin Ruoyong Wang Mingxiao Li Qian Mei Xibo Ma Shuli Liang Guangyang Gou Ning Xue 《Microsystems & Nanoengineering》 SCIE CSCD 2023年第1期1-21,共21页
Flexible wearable sweat sensors allow continuous,real-time,noninvasive detection of sweat analytes,provide insight into human physiology at the molecular level,and have received significant attention for their promisi... Flexible wearable sweat sensors allow continuous,real-time,noninvasive detection of sweat analytes,provide insight into human physiology at the molecular level,and have received significant attention for their promising applications in personalized health monitoring.Electrochemical sensors are the best choice for wearable sweat sensors due to their high performance,low cost,miniaturization,and wide applicability.Recent developments in soft microfluidics,multiplexed biosensing,energy harvesting devices,and materials have advanced the compatibility of wearable electrochemical sweat-sensing platforms.In this review,we summarize the potential of sweat for medical detection and methods for sweat stimulation and collection.This paper provides an overview of the components of wearable sweat sensors and recent developments in materials and power supply technologies and highlights some typical sensing platforms for different types of analytes.Finally,the paper ends with a discussion of the challenges and a view of the prospective development of this exciting field. 展开更多
关键词 ELECTROCHEMICAL WEAR HARVESTING
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Twisted Intramolecular Charge Transfer—Aggregation-Induced Emission Fluorogen with Polymer Encapsulation-Enhanced NearInfrared Emission for Bioimaging 被引量:1
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作者 Lingchen Meng Xibo Ma +6 位作者 Shan Jiang Song Zhang Zhiyuan Wu Bin Xu Zhen Lei Leijing Liu Wenjing Tian 《CCS Chemistry》 CAS 2021年第3期2084-2094,共11页
Fluorescence probes with strong near-infrared(NIR)emission and water solubility are considered useful visualization tools for localization marking as well as investigating cell migration and transplantation.Here,we de... Fluorescence probes with strong near-infrared(NIR)emission and water solubility are considered useful visualization tools for localization marking as well as investigating cell migration and transplantation.Here,we designed and synthesized a new donor–π–acceptor(D–π–A)fluorogen,2-(4-[(E)-4-(diphenylamino)styryl]phenyl)-3-(4′-[1,2,2-triphenylvinyl]-[1,1′-biphenyl]-4-yl)fumaronitrile(TB-TPE).TB-TPE exhibits twisted intramolecular charge transfer(TICT)and aggregation-induced emission(AIE)in the NIR region,with an emission peak at 714 nm and a fluorescence quantum yield(Qy)of 6.6%in the solid state.By encapsulating TB-TPE with polystyrene–polyethylene glycol(PS-PEG),watersoluble TB-TPE-PS-PEG nanoparticles(TP NPs)are fabricated,which display polymer encapsulationenhanced emission with a Qy of 46.5%due to the strong restriction effect on the TICT process and the destruction of H aggregation for TB-TPE by the polymer matrix.Au-coated Fe_(3)O_(4)(Fe_(3)O_(4)@Au)nanocrystals were then embedded in the TP NPs to form highly fluorescent TB-TPE-Fe_(3)O_(4)-Au-PS-PEG nanoparticles(TFAP NPs)with a Qy of 39.7%.Our demonstration of successful cellular imaging of TP NPs for Hep-G2 cells and multimodality imaging of TFAP NPs in mouse liver tumors indicates that polymer-encapsulated TB-TPE offers great prospects as a multifunctional fluorescence probe for bioimaging. 展开更多
关键词 AIE TICT NIR polymer encapsulationenhanced emission BIOIMAGING
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