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Recent advances of transformable nanoparticles for theranostics 被引量:3
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作者 Kuo Zhang Pei-Pei Yang +2 位作者 Jing-Ping Zhang Lei Wang Hao Wang 《Chinese Chemical Letters》 SCIE CAS CSCD 2017年第9期1808-1816,共9页
In recent years,various transformable nanoparticles(NPs)were successfully prepared and widely utilized for biomedical applications.The sizes,surface charges or morphologies of transformable NPs would affect their be... In recent years,various transformable nanoparticles(NPs)were successfully prepared and widely utilized for biomedical applications.The sizes,surface charges or morphologies of transformable NPs would affect their behavior in physiological/pathological conditions including circulation,penetration,accumulation and retention etc.The other way round,the NPs could be precisely modulated in the specific physiological/pathological condition for precision theranostics of diseases.Herein,we summarized recent advances of transformable NPs for disease diagnostics and therapy.In this review,the transformation of NPs was divided into three groups including changes in size,surface charge and morphology,which was induced by internal stimuli,such as p H,enzyme,receptor or external stimuli,such as light,temperature etc.Moreover,we focused on the characterization of structural transformation in vivo,as well as the transformation-induced biological effects for theranostics of disease. 展开更多
关键词 transformable Nanoparticles Tumor Imaging Therapy
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Spatiotemporal transformable nano-assembly for on-demand drug delivery to enhance anti-tumor immunotherapy
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作者 Chenglin Liang Ge Zhang +5 位作者 Linlin Guo Xinyi Ding Heng Yang Hongling Zhang Zhenzhong Zhang Lin Hou 《Asian Journal of Pharmaceutical Sciences》 SCIE CAS 2024年第1期103-118,共16页
Induction of tumor cell senescence has become a promising strategy for anti-tumor immunotherapy,but fibrotic matrix severely blocks senescence inducers penetration and immune cells infiltration.Herein,we designed a ca... Induction of tumor cell senescence has become a promising strategy for anti-tumor immunotherapy,but fibrotic matrix severely blocks senescence inducers penetration and immune cells infiltration.Herein,we designed a cancer-associated fibroblasts(CAFs)triggered structure-transformable nano-assembly(HSD-P@V),which can directionally deliver valsartan(Val,CAFs regulator)and doxorubicin(DOX,senescence inducer)to the specific targets.In detail,DOX is conjugated with hyaluronic acid(HA)via diselenide bonds(Se-Se)to form HSD micelles,while CAFs-sensitive peptide is grafted onto the HSD to form a hydrophilic polymer,which is coated on Val nanocrystals(VNs)surface for improving the stability and achieving responsive release.Once arriving at tumor microenvironment and touching CAFs,HSD-P@V disintegrates into VNs and HSD micelles due to sensitive peptide detachment.VNs can degrade the extracellularmatrix,leading to the enhanced penetration of HSD.HSD targets tumor cells,releases DOX to induce senescence,and recruits effector immune cells.Furthermore,senescent cells are cleared by the recruited immune cells to finish the integrated anti-tumor therapy.In vitro and in vivo results show that the nanoassembly remarkably inhibits tumor growth as well as lungmetastasis,and extends tumorbearing mice survival.This work provides a promising paradigm of programmed delivering multi-site nanomedicine for cancer immunotherapy. 展开更多
关键词 Cells senescence Tumor stroma Structure transformable Programmed delivery Anti-tumor immunotherapy
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Nature and Kinetic Architecture: The Development of a New Type of Transformable Structure for Temporary Applications
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作者 Maziar Asefi Aysan Foruzandeh 《Journal of Civil Engineering and Architecture》 2011年第6期513-526,共14页
The contemplation of contemporary architectural designs shows an increasing demand for the development of more adaptable, flexible and transformable structures. This type of structures can adapt with different environ... The contemplation of contemporary architectural designs shows an increasing demand for the development of more adaptable, flexible and transformable structures. This type of structures can adapt with different environmental conditions and meet different functions. This can help in reducing environmental waste and pollution associated with many buildings and above all can save on cost and time. Natural systems have inspired human being, since they began to build and design. Architects and designers have utilized nature as one of the main resources of information for the creation of innovative architectural spaces. One of the unique features of natural structures is the way that their components open and close in order to respond to a particular requirement or the environmental changes. This aspect has inspired many designers for the development of transformable architectural structures that can change their shape and geometry to be able to adapt with specific conditions. To make a way toward the design of transformable structure for temporary applications, the authors have developed a new type of adaptable structures according to natural forms. The proposed design applies the transformation principles that exist in potato's flower and the movement mechanisms used in a spider's leg. The design is able to fit to different topographies and have a potential to be folded to a very compact state in a very short period of time. The detailed design and the different configurations of the system applications will be presented in this paper. The result of the study shows that using modular triangular plates can create a changeable module that is not only able to respond to different functions and environmental changes but it is also able to shape different configuration to be able to respond to different user's ambitions. The compactability of this structure into 1/3 of its base dimensions; makes its transportation fast and with minimum costs. These capabilities make this structure suitable for temporary buildings such as exhibitions, temporary settlements or hospital in damaged areas. 展开更多
关键词 Flexible changeable transformable temporary structure natural lessons.
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Geometric Study of Two-Dimension Stellated Reentrant Auxetic Structures to Transformable Architecture
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作者 MªDoloresÁlvarez Elipe 《Journal of Architectural Environment & Structural Engineering Research》 2023年第1期17-24,共8页
Transformable architecture is totally linked to the study and knowledge of geometry.There are some materials in nature,whose geometric invariants establish equivalent structural behavior regarding the scalar transform... Transformable architecture is totally linked to the study and knowledge of geometry.There are some materials in nature,whose geometric invariants establish equivalent structural behavior regarding the scalar transformations,developing different spatial typologies according to dimensional variation.Auxetic materials are characterized by their negative Poisson’s ratio.They can change their geometric configuration from a line to a surface,and from a surface to a volume or spatial framework.This paper is based on establishing and comparing those stellated reentrant auxetic geometries to be able to build new spaces defined by their capacity for architectural transformation,studying analytically geometric properties of stellated reentrant auxetic structures that,from the molecular to the macroscopic level,can be part of the architecture construction.In this investigation,a comparative study by means of CAD of stellated reentrant auxetic patterns has been realized.A Computer-Aided Design study of stellated reentrant auxetic structures will be realized to use them in architecture.The geometric behavior of the different stellated reentrant auxetic patterns is analyzed from the developed study to generate a systematic comparison,evaluating properties of these forms,such as their maximum achievable area reductions in relation to the total length of bars of the structure,in order to obtain a growth factor. 展开更多
关键词 transformable ARCHITECTURE GEOMETRY AUXETIC Stellated REENTRANT CAD Growth factor
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A Sub-Nanostructural Transformable Nanozyme for Tumor Photocatalytic Therapy 被引量:6
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作者 Xi Hu Nan Wang +8 位作者 Xia Guo Zeyu Liang Heng Sun Hongwei Liao Fan Xia Yunan Guan Jiyoung Lee Daishun Ling Fangyuan Li 《Nano-Micro Letters》 SCIE EI CAS CSCD 2022年第6期282-293,共12页
The structural change-mediated catalytic activity regulation plays a significant role in the biological functions of natural enzymes.However,there is virtually no artificial nanozyme reported that can achieve natural ... The structural change-mediated catalytic activity regulation plays a significant role in the biological functions of natural enzymes.However,there is virtually no artificial nanozyme reported that can achieve natural enzyme-like stringent spatiotemporal structure-based catalytic activity regulation.Here,we report a subnanostructural transformable gold@ceria(STGC-PEG)nanozyme that performs tunable catalytic activities via near-infrared(NIR)light-mediated sub-nanostructural transformation.The gold core in STGC-PEG can generate energetic hot electrons upon NIR irradiation,wherein an internal sub-nanostructural transformation is initiated by the conversion between CeO;and electron-rich state of CeO;-x,and active oxygen vacancies generation via the hot-electron injection.Interestingly,the sub-nanostructural transformation of STGC-PEG enhances peroxidase-like activity and unprecedentedly activates plasmon-promoted oxidase-like activity,allowing highly efficient low-power NIR light(50 m W cm;)-activated photocatalytic therapy of tumors.Our atomic-level design and fabrication provide a platform to precisely regulate the catalytic activities of nanozymes via a light-mediated sub-nanostructural transformation,approaching natural enzyme-like activity control in complex living systems. 展开更多
关键词 Nanozymes Sub-nanostructural transformation Catalytic activity Reactive oxygen species Photocatalytic therapy
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Effects of Al addition and cryogenic cyclic treatment on impact toughness of phase-transformable Ti-based bulk metallic glass composites 被引量:1
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作者 Tingyi Yan Long Zhang +6 位作者 R.Lakshmi Narayan Jingyu Pang Yi Wu Huameng Fu Hong Li Upadrasta Ramamurty Haifeng Zhang 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2023年第9期210-220,共11页
Developing bulk metallic glass composites(BMGCs)with high toughness is vital for their practical application.However,the influence of different microstructures on the impact toughness of BMGCs is still unclear.The eff... Developing bulk metallic glass composites(BMGCs)with high toughness is vital for their practical application.However,the influence of different microstructures on the impact toughness of BMGCs is still unclear.The effects of Al addition and cryogenic cyclic treatment(CCT)on the Charpy impact toughness,a K,at 298 and 77 K of a series of phase-transformable BMGCs are investigated in this work.It is found that deformation-induced martensitic transformation(DIMT)of theβ-Ti dendrites is the dominant toughening mechanism in the phase-transformable BMGCs at 298 K,but at 77 K,the toughness of BMGCs is primarily determined by the intrinsic toughness of the glass matrix.The addition of Al can moderately tune theβ-Ti phase stability,which then affects the amount of DIMT and impact toughness of the BMGCs at 298 K.However,at 77 K,Al addition causes a monotonic decrease in the toughness of the BMGCs due to the embrittlement of the glass matrix.It is found that CCT can effectively rejuvenate the phase-transformable BMGCs,which results in an enhanced impact toughness at 298 K.However,the toughness at 77 K monotonously decreases with increasing the number of CCT cycles,suggesting that the rejuvenation of the glass matrix affects the toughness at both 298 and 77 K of BMGCs,but in dramatically different ways.These findings reveal the influence of microstructures and CCT on the impact toughness of BMGCs and provide insights that could be useful for designing tougher BMGs and BMGCs. 展开更多
关键词 Bulk metallic glass composites Charpy impact toughness Deformation-induced martensitic transformation METASTABILITY Thermal cycling rejuvenation
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Elite,transformable haploid inducers in maize
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作者 Brent Delzer Dawei Liang +22 位作者 David Szwerdszarf Isadora Rodriguez Gonzalo Mardones Sivamani Elumalai Francine Johnson Samson Nalapalli Rachel Egger Erin Burch Kerry Meier Juan Wei Xiujuan Zhang Huaping Gui Huaibing Jin Huan Guo Kun Yu Yubo Liu Becky Breitinger Ana Poets Jason Nichols Wan Shi David Skibbe Qiudeng Que Timothy Kelliher 《The Crop Journal》 SCIE CSCD 2024年第1期314-319,共6页
The introduction of alleles into commercial crop breeding pipelines is both time consuming and costly.Two technologies that are disrupting traditional breeding processes are doubled haploid(DH)breeding and genome edit... The introduction of alleles into commercial crop breeding pipelines is both time consuming and costly.Two technologies that are disrupting traditional breeding processes are doubled haploid(DH)breeding and genome editing(GE).Recently,these techniques were combined into a GE trait delivery system called HI-Edit(Haploid Inducer-Edit).In HI-Edit,the pollen of a haploid inducer line is reprogrammed to deliver GE traits to any variety,obviating recurrent selection.For HI-Edit to operate at scale,an efficient transformable HI line is needed,but most maize varieties are recalcitrant to transformation,and haploid inducers are especially difficult to transform given their aberrant reproductive behaviors.Leveraging marker assisted selection and a three-tiered testing scheme,we report the development of new Iodent and Stiff Stalk maize germplasm that are transformable,have high haploid induction rates,and exhibit a robust,genetically-dominant anthocyanin native trait that may be used for rapid haploid identification.We show that transformation of these elite‘‘HI-Edit”lines is enhanced using the BABYBOOM and WUSCHEL morphogenetic factors.Finally,we evaluate the HI-Edit performance of one of the lines against both Stiff Stalk and non-Stiff Stalk testers.The strategy and results of this study should facilitate the development of commercially scalable HI-Edit systems in diverse crops. 展开更多
关键词 Zea mays L Doubled haploids TRANSFORMATION Genome editing QTL
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基于Swin-PIDNet的纸质工程制图线型识别方法
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作者 朱文博 陈龙飞 迟玉伦 《计算机应用研究》 北大核心 2026年第1期313-320,共8页
识别纸质工程制图图像的难点主要在于线型识别,针对纸质工程制图线型规范性差、跨度长、相对于背景图像尺寸小等问题,提出一种纸质工程制图线型识别Swin-PIDNet模型。用Swin Transformer替换PIDNet主干网络,在减少下采样的同时增强了模... 识别纸质工程制图图像的难点主要在于线型识别,针对纸质工程制图线型规范性差、跨度长、相对于背景图像尺寸小等问题,提出一种纸质工程制图线型识别Swin-PIDNet模型。用Swin Transformer替换PIDNet主干网络,在减少下采样的同时增强了模型长程建模能力;提出一种逐阶段解冻的迁移学习方法,提升模型对线型识别的训练效率和精度,平滑模型训练过程;针对工程制图线型的细长特征,嵌入注意力模块EMA到PAHDC模块中,从而改善背景信息淹没线型特征信息的问题;为处理线型类别不平衡问题,将Focal loss和Dice loss通过加权结合构建Swin-PIDNet的训练损失函数。实验证明该模型的评价指标MIoU为87.02%、MPA为95.42%、F 1分数为96.57%,相较于其他模型,该模型具有较强的线型识别能力,对纸质工程制图图像识别具有理论研究意义和实际应用价值。 展开更多
关键词 PIDNet Swin Transformer 线型识别 纸质工程制图 迁移学习 混合空洞卷积
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基于多方位感知深度融合检测头的目标检测算法
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作者 包晓安 彭书友 +3 位作者 张娜 涂小妹 张庆琪 吴彪 《浙江大学学报(工学版)》 北大核心 2026年第1期32-42,共11页
针对传统目标检测头难以有效捕捉全局信息的问题,提出基于多方位感知深度融合检测头的目标检测算法.通过在检测头部分设计高效双轴窗口注意力编码器(EDWE)模块,使网络能够深度融合捕获到的全局信息与局部信息;在特征金字塔结构之后使用... 针对传统目标检测头难以有效捕捉全局信息的问题,提出基于多方位感知深度融合检测头的目标检测算法.通过在检测头部分设计高效双轴窗口注意力编码器(EDWE)模块,使网络能够深度融合捕获到的全局信息与局部信息;在特征金字塔结构之后使用重参化大核卷积(RLK)模块,减小来自主干网络的特征空间差异,增强网络对中小型数据集的适应性;引入编码器选择保留模块(ESM),选择性地累积来自EDWE模块的输出,优化反向传播.实验结果表明,在规模较大的MS-COCO2017数据集上,所提算法应用于常见模型RetinaNet、FCOS、ATSS时使AP分别提升了2.9、2.6、3.4个百分点;在规模较小的PASCAL VOC2007数据集上,所提算法使3种模型的AP分别实现了1.3、1.0和1.1个百分点的提升.通过EDWE、RLK和ESM模块的协同作用,所提算法有效提升了目标检测精度,在不同规模的数据集上均展现了显著的性能优势. 展开更多
关键词 检测头 目标检测 Transformer编码器 深度融合 大核卷积
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面向视觉算法的知识蒸馏研究综述
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作者 潘海为 于丰铭 +3 位作者 张可佳 兰海燕 孟庆宇 李哲 《计算机研究与发展》 北大核心 2026年第1期90-122,共33页
知识蒸馏作为深度学习中的关键技术,通过将大型教师模型的知识传递给较小的学生模型,实现了模型的压缩与加速。在保证性能的前提下,显著减少了计算资源和存储需求,促进了高性能模型在资源受限的边缘设备上的部署。围绕知识蒸馏的最新研... 知识蒸馏作为深度学习中的关键技术,通过将大型教师模型的知识传递给较小的学生模型,实现了模型的压缩与加速。在保证性能的前提下,显著减少了计算资源和存储需求,促进了高性能模型在资源受限的边缘设备上的部署。围绕知识蒸馏的最新研究进展进行了系统性的综述,从知识类型和师生模型架构2个角度对知识蒸馏进行分类,详细汇总了输出特征知识、中间特征知识、关系特征知识3种典型知识类型的蒸馏方法,以及卷积架构到卷积架构、卷积架构到ViT(vision Transformer)架构、ViT架构到卷积架构和ViT架构到ViT架构的蒸馏方法;探讨了离线蒸馏、在线蒸馏、自蒸馏、无数据蒸馏、多教师蒸馏和助理蒸馏的学习方式;归纳了基于蒸馏过程、知识结构、温度系数及损失函数的蒸馏优化方法,分析了对抗性技术、自动机器学习、强化学习和扩散模型对蒸馏的改进,并总结了蒸馏技术在常见应用中的实现。尽管知识蒸馏取得了显著进展,但在实际应用和理论研究中仍面临诸多挑战。最后,对这些问题进行了深入分析,并对未来发展方向提出了见解。 展开更多
关键词 知识蒸馏 模型压缩 深度学习 卷积神经网络 视觉Transformer
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融合群分解与Transformer-KAN的短期风速预测
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作者 史加荣 张思怡 《南京信息工程大学学报》 北大核心 2026年第1期60-68,共9页
针对风速固有的不稳定性,通过融合群分解(Swarm Decomposition,SWD)、Transformer和Kolmogorov-Arnold网络(KAN),提出一种SWD-Transformer-KAN预测模型.首先,利用SWD对原始风速数据进行分解,以提取关键特征.其次,针对每个被分解的子序列... 针对风速固有的不稳定性,通过融合群分解(Swarm Decomposition,SWD)、Transformer和Kolmogorov-Arnold网络(KAN),提出一种SWD-Transformer-KAN预测模型.首先,利用SWD对原始风速数据进行分解,以提取关键特征.其次,针对每个被分解的子序列,建立Transformer-KAN模型,所建模型充分利用了Transformer的时序处理能力和KAN的非线性逼近能力.最后,对所有子序列的预测结果进行叠加,得到最终的风速预测值.为了验证所提出模型的有效性,将其与其他模型进行实验对比,结果表明,SWD-Transformer-KAN模型具有最优的预测性能,其决定系数(R2)高达99.91%. 展开更多
关键词 风速预测 群分解 TRANSFORMER Kolmogorov-Arnold网络
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基于动态优化细节感知网络的遥感图像分割方法
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作者 梁书绮 王雷 +2 位作者 孙燕青 杨善良 李彬 《工程科学学报》 北大核心 2026年第1期177-189,共13页
现有的遥感图像分割模型,例如基于卷积神经网络(Convolutional neural network,CNN)和基于Transformer框架的模型,取得了巨大成功,但是还存在难以完整保留原始编码器特征图细节、动态捕捉全局上下文信息等缺点.因此,基于CNN-Transforme... 现有的遥感图像分割模型,例如基于卷积神经网络(Convolutional neural network,CNN)和基于Transformer框架的模型,取得了巨大成功,但是还存在难以完整保留原始编码器特征图细节、动态捕捉全局上下文信息等缺点.因此,基于CNN-Transformer混合框架,提出了一种全新的基于动态优化细节感知网络(Dynamic optimized detail-aware network,DODNet)的分割方法.首先,在编码器采用ResNext-50作为主干网络,提出一种多重减法感知模块(Multi-subtraction perception module,MSPM)来收集多尺度特征图之间的空间细节差异,有效减少冗余信息.然后,在解码器设计一个动态信息融合模块(Dynamic information fusion block,DIFB),它结合了全局双层路由自注意力分支和局部注意力分支,用于提高全局和局部信息的获取能力.最后,提出一种新的通道空间注意力模块—统一特征提取器(Unified feature extractor,UFE)以进一步获取语义和上下文信息.在Vaihingen、Potsdam和LoveDA三个经典公开数据集,通过对比和消融实验的定量和可视化分析表明,所提方法在F1分数、总体精度(Over accuracy,OA)和平均交并比(Mean intersection over union,mIoU)评价指标中优于十种最先进的分割方法,其中平均交并比分别达到了84.96%、87.64%和52.43%,验证了所提方法在分割具有复杂背景、内类方差大和类间方差小问题的高分辨率遥感图像的优越性能. 展开更多
关键词 遥感图像 语义分割 CNN-Transformer框架 动态Transformer 多尺度减法
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基于深度学习的无人机单目标跟踪综述
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作者 陈泷 石磊 +2 位作者 黎智辉 丁锰 潘亦伦 《计算机科学与探索》 北大核心 2026年第1期40-65,共26页
基于深度学习的无人机(UAV)单目标跟踪算法旨在从航拍视频序列中准确跟踪指定目标,已成为计算机视觉领域的研究热点。与传统地面视觉跟踪相比,无人机单目标跟踪面临着视角变化剧烈、目标尺度复杂多变、计算资源受限等独特挑战。基于网... 基于深度学习的无人机(UAV)单目标跟踪算法旨在从航拍视频序列中准确跟踪指定目标,已成为计算机视觉领域的研究热点。与传统地面视觉跟踪相比,无人机单目标跟踪面临着视角变化剧烈、目标尺度复杂多变、计算资源受限等独特挑战。基于网络架构特点,将基于深度学习的无人机单目标跟踪方法系统梳理为传统Siamese网络、CNN-Transformer混合架构和全Transformer三大技术路线,重点关注2022—2025年间的最新研究进展。创新性地提出了两个细化分类框架:针对CNN-Transformer混合架构提出模块替代、特征后融合和协同建模三分类;针对Transformer单流方法提出静态计算、混合机制和动态计算三分类。系统揭示了无人机单目标跟踪算法从追求性能最大化向性能与效率协同优化的演进趋势。通过在UAV123、DTB70、UAVDT、VisDrone2018等主流数据集上的性能对比分析,验证了不同技术路线的优势与局限性。识别当前技术面临的关键挑战并提出未来发展方向和工程部署指导。 展开更多
关键词 无人机 单目标跟踪 深度学习 Siamese网络 TRANSFORMER
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基于Transformer-卷积神经网络模型实现单节点腰部康复训练动作识别任务
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作者 余圣涵 成贤锴 +1 位作者 郑跃 杨颖 《中国组织工程研究》 北大核心 2026年第16期4125-4136,共12页
背景:惯性测量单元被广泛用于人体姿态感知与动态捕捉。深度学习已逐步替代传统规则与特征工程,广泛应用于动作识别任务。卷积神经网络在提取局部动态特征方面表现良好,Transformer则在建模长时序依赖方面展现出强大能力。目的:通过基于... 背景:惯性测量单元被广泛用于人体姿态感知与动态捕捉。深度学习已逐步替代传统规则与特征工程,广泛应用于动作识别任务。卷积神经网络在提取局部动态特征方面表现良好,Transformer则在建模长时序依赖方面展现出强大能力。目的:通过基于Transformer-卷积神经网络融合模型识别方法,实现在单惯性传感器条件下的腰部康复训练动作识别任务。方法:采集6名健康受试者佩戴单个惯性传感器条件下执行腰部康复动作的加速度与角速度数据,以动作类型为数据进行标注,制作腰部康复动作数据集。通过腰部康复动作数据集对Transformer-卷积神经网络融合模型进行训练,构建动作分类模型。通过留一交叉验证评估模型准确性,并与线性判别分析、支持向量机、多层感知、经典Transformer等模型进行性能对比。结果与结论:在5类动作识别任务中,Transformer-卷积神经网络模型准确率达96.67%,F1-score为0.9669。在单传感器输入的条件下,相较于传统模型,在识别精度与泛化能力方面具有明显优势。验证了基于单惯性测量单元数据的深度模型在腰部康复动作分类任务中的实用性,为轻量化、高部署性的居家腰部康复训练系统提供基础。 展开更多
关键词 慢性腰痛 康复训练 深度学习 TRANSFORMER 单节点惯性传感器 动作分类
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Analysis of the constraint relation between ground and self-adaptive mobile mechanism of a transformable wheel-track robot 被引量:8
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作者 LI ZhiQing MA ShuGen +2 位作者 LI Bin WANG MingHui WANG YueChao 《Science China(Technological Sciences)》 SCIE EI CAS 2011年第3期610-624,共15页
To maneuver in unstructured terrains where the ground might be soft, hard, flat or rough, a transformable wheel-track robot (NEZA-I) with a self-adaptive mobile mechanism is proposed and developed. The robot consists ... To maneuver in unstructured terrains where the ground might be soft, hard, flat or rough, a transformable wheel-track robot (NEZA-I) with a self-adaptive mobile mechanism is proposed and developed. The robot consists of a control system unit, two symmetric transformable wheel-track (TWT) units, and a rear-wheel unit. The TWT unit is the main mobile mechanism for the NEZA-I robot, with the rear-wheel unit acting as an assistant mechanism. Driven only by one servomotor, each TWT unit can efficiently select between track mode and wheel mode for optimal locomotion, autonomously switching locomotion mode and track configuration with changes in the terrain. In this paper, the mechanism structure, the self-adaptive drive system, the locomotion mode and posture of the NEZA-I robot are presented, the kinematic relation of the inside parts of the TWT unit is analysed, and the mathematic model of the constraint relation between the mobile mechanism and the ground, abbreviated to "MGCR model" is set up for the NEZA-I robot to go through some typical unstructured environments. The mechanism parameters, which influence the self-adaptability of the NEZA-I robot, are found and optimized. Basic experiments show that the mobile mechanism has the self-adaptability to navigate in unstructured terrains and has superior obstacle-negotiating performance, and that the MGCR model and the analysis method of mechanism parameters are reasonable. From a mechanism point of view, it can provide an idea for research on the adaptive control of the robot. 展开更多
关键词 self-adaptive mobile mechanism transformable track wheel-track hybrid robot mechanism design
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An enzyme-responsive and transformable PD-L1 blocking peptide-photosensitizer conjugate enables efficient photothermal 被引量:6
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作者 Yanan Sun Bochen Lyu +5 位作者 Chang Yang Bing He Hua Zhang Xueqing Wang Qiang Zhang Wenbing Dai 《Bioactive Materials》 SCIE CSCD 2023年第4期47-59,共13页
Mild photothermal therapy combined with immune checkpoint blockade has received increasing attention for the treatment of advanced or metastatic cancers due to its good therapeutic efficacy.However,it remains a challe... Mild photothermal therapy combined with immune checkpoint blockade has received increasing attention for the treatment of advanced or metastatic cancers due to its good therapeutic efficacy.However,it remains a challenge to facilely integrate the two therapies and make it potential for clinical translation.This work designed a peptide-photosensitizer conjugate(PPC),which consisted of a PD-L1 antagonist peptide(CVRARTR),an MMP-2 specific cleavable sequence,a self-assembling motif,and the photosensitizer Purpurin 18.The single-component PPC can self-assemble into nanospheres which is suitable for intravenous injection.The PPC nanosphere is cleaved by MMP-2 when it accumulates in tumor sites,thereby initiating the cancer-specific release of the antagonist peptide.Simultaneously,the nanospheres gradually transform into co-assembled nanofibers,which promotes the retention of the remaining parts within the tumor.In vivo studies demonstrated that PPC nanospheres under laser irradiation promote the infiltration of cytotoxic T lymphocytes and maturation of DCs,which sensitize 4T1 tumor cells to immune checkpoint blockade therapy.Therefore,PPC nanospheres inhibit tumor growth efficiently both in situ and distally and blocked the formation of lung metastases.The present study provides a simple and efficient integrated strategy for breast cancer photoimmunotherapy. 展开更多
关键词 transformable nanomedicine Self-assembled peptide Immune checkpoint blockade Photothermal therapy Photoimmunotherapy
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Trapping and revolving micron particles by transformable line traps of optical tweezers 被引量:1
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作者 Lingyao Yu Yuan Jia +6 位作者 Xujin Hu Shaofei Wang Hongyu Chen Shuai Liu Hongchang Deng Maowen Wang Jun Yin 《Chinese Optics Letters》 SCIE EI CAS CSCD 2022年第5期53-57,共5页
Optical line tweezers have been an efficient tool for the manipulation of large micron particles. In this paper, we propose to create line traps with transformable configurations by using the transverse electromagneti... Optical line tweezers have been an efficient tool for the manipulation of large micron particles. In this paper, we propose to create line traps with transformable configurations by using the transverse electromagnetic mode-like laser source.We designed an optical path to simulate the generation of the astigmatic beams and line traps with a series of lenses to realize the rotational transformation with respect to the rotation angle of cylindrical lenses. It is shown that the spherical particles with diameters ranging from 5 μm to 20 μm could be trapped, aligned, and revolved in experiment. The periodical trapping forces generated by transformable line traps might open an alternative way to investigate the mechanical properties of soft particles and biological cells. 展开更多
关键词 optical line tweezers transformable line traps optical manipulation
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基于DINO的海底管道掩埋状态识别算法
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作者 谌贵军 崔学荣 《物联网技术》 2026年第1期26-29,33,共5页
浅地层剖面仪通过声波探测海底管道并生成浅剖图像,但传统人工判读效率低,现有算法在复杂背景下特征提取能力有限,难以准确判断管道掩埋状态。针对这些问题,文中提出了一种基于SK-DINO模型的检测方法,创新地结合选择性内核网络(SKNet)... 浅地层剖面仪通过声波探测海底管道并生成浅剖图像,但传统人工判读效率低,现有算法在复杂背景下特征提取能力有限,难以准确判断管道掩埋状态。针对这些问题,文中提出了一种基于SK-DINO模型的检测方法,创新地结合选择性内核网络(SKNet)和空间注意力模块(SAM),提出SK-SAM融合注意力机制,增强了目标特征提取能力。在此基础上,采用高斯误差线性单元激活函数提升模型的非线性表达能力,降低过拟合风险。实验结果表明,改进算法的mAP@0.5、AP@0.75:0.95和AR@0.5:0.95分别达到0.8995、0.3862和0.4184,显著提高了海底管道掩埋状态的识别准确率。 展开更多
关键词 图像识别 海底管道 DINO 浅地层剖面仪 注意力机制 TRANSFORMER
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Dynamic wheeled motion control of wheel-biped transformable robots 被引量:1
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作者 Chao Zhang Tangyou Liu +2 位作者 Shuang Song Jiaole Wang Max Q-H.Meng 《Biomimetic Intelligence & Robotics》 2022年第2期1-8,共8页
Most existing biped robots can only walk with their feet or move by wheels.To combine the best of both worlds,this paper introduces the dynamic wheeled control including wheeled locomotion and in-situ wheel-to-foot(Wt... Most existing biped robots can only walk with their feet or move by wheels.To combine the best of both worlds,this paper introduces the dynamic wheeled control including wheeled locomotion and in-situ wheel-to-foot(WtF)transformation of a full-sized wheel-biped transformable robot SR600-II.It can traverse on flat surfaces by wheels and transform to footed stance through its switching modules when facing obstacles.For wheeled locomotion,the kinematics considering upper-body lumped center-of-mass(CoM)constraint is first derived.Then,the dynamics of wheeled locomotion is modeled as a wheeled inverted pendulum(WIP)with variables related to the pose of upper body.After that,a parameter-varying linear quadratic regulator(LQR)controller is utilized to enable dynamic wheeled locomotion.For WtF transformation,the WtF balance constraints are first revealed.Then,a WtF transformation strategy is proposed to tackle the problem when robot transforms from wheeled balance state to in-situ biped stance state.It enables the robot to pass by the transition stages in which both wheels and feet touch the ground and to maintain its balance at the same time.Simulations and experiments on the SR600-II prototype have validated the efficacy of proposed dynamic wheeled control strategies for both wheeled locomotion and in-situ WtF transformation. 展开更多
关键词 Wheel-biped transformable robot Dynamic control Wheeled locomotion Parameter-varying LQR control Wheel-to-foot transformation
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