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基于WiFi信号的轻量级步态识别模型LWID 被引量:6
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作者 周志一 宋冰 +1 位作者 段鹏松 曹仰杰 《计算机科学》 CSCD 北大核心 2020年第11期25-31,共7页
身份识别作为普适计算和人机交互领域的重要研究内容,受到研究者的广泛关注。基于WiFi信号的传统身份识别方法虽然取得了较大的进展,但仍然面临分类能力弱、模型存储代价高、训练时间长等问题。对此,提出了基于多层神经网络的轻量级步... 身份识别作为普适计算和人机交互领域的重要研究内容,受到研究者的广泛关注。基于WiFi信号的传统身份识别方法虽然取得了较大的进展,但仍然面临分类能力弱、模型存储代价高、训练时间长等问题。对此,提出了基于多层神经网络的轻量级步态识别模型(Light Weight Identification,LWID)。该方法首先通过将原始时序数据进行图片化重构,最大限度地保留了不同载波间的特征信息;然后通过设计一种仿生的Balloon机制,实现了对网络层中神经元数量的裁剪,并通过联合使用不同尺寸的卷积核,实现了对数据中特征的提取与特征图中通道信息的整合,从而在提高模型分类能力的前提下实现了模型规模的轻量化。实验结果表明,所提模型在50人的数据集中取得了98.8%的识别率。与传统的基于WiFi信号的身份识别模型相比,所提模型具有更强的分类能力与鲁棒性,同时该模型可以压缩至现有同等精度图片识别模型大小的6.14%。 展开更多
关键词 LWID 步态识别 模型压缩 频率能量图 Balloon机制
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测硫仪裂解管缓冲包装设计与跌落仿真分析 被引量:2
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作者 王琛 周徵艺 蒋旻翰 《印刷与数字媒体技术研究》 CAS 北大核心 2023年第6期75-81,共7页
为提高测硫仪裂解管在运输过程中的安全性,减少裂解管因运输破损带来的损失,本研究以珍珠棉为衬垫材料设计缓冲包装,采用全面缓冲方式,以多片珍珠棉组合成裂解管的缓冲包装结构,计算得出单片珍珠棉衬垫的厚度为30mm。通过SolidWorks Sim... 为提高测硫仪裂解管在运输过程中的安全性,减少裂解管因运输破损带来的损失,本研究以珍珠棉为衬垫材料设计缓冲包装,采用全面缓冲方式,以多片珍珠棉组合成裂解管的缓冲包装结构,计算得出单片珍珠棉衬垫的厚度为30mm。通过SolidWorks Simulation仿真模块,选择600mm的高度对缓冲包装件进行跌落仿真。仿真结果表明:面、棱、角三种跌落工况下,裂解管的最大应力值分别为3.127MPa、4.495MPa、5.248MPa,均小于透明石英玻璃的冲击破坏极限30MPa;最大加速度值分别为17.223g、15.636g、12.042g,均小于裂解管的许用脆值65g。同时进行面跌落验证试验,结果显示最大加速度值为16.029g,小于裂解管的许用脆值65g,且试验过程未发现裂解管有破损、开裂等问题,说明珍珠棉缓冲衬垫有效地保护了裂解管,具有优良的缓冲防护性能。 展开更多
关键词 珍珠棉 裂解管 缓冲包装设计 跌落仿真
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孕晚期母亲血清维生素D水平与子痫前期关系的Meta分析
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作者 周芝熠 钱源 《中国全科医学》 CAS 北大核心 2018年第A02期60-63,共4页
目的系统评价孕晚期母亲血清维生素D水平与子痫前期发病的相关性。方法检索万方、知网、中国生物医学文献服务系统、爱思唯尔、pubmed数据库,收集有关孕晚期母亲维生素D水平与子痫前期关系的病例对照研究。按纳入与排除标准筛选文献、... 目的系统评价孕晚期母亲血清维生素D水平与子痫前期发病的相关性。方法检索万方、知网、中国生物医学文献服务系统、爱思唯尔、pubmed数据库,收集有关孕晚期母亲维生素D水平与子痫前期关系的病例对照研究。按纳入与排除标准筛选文献、评价文献质量、提取数据。采用RenMan软件对纳入的文献进行meta分析。结果共8项研究纳入分析。结果显示,实验组血清维生素D水平低于对照组,差异有统计学意义[MD=-6.20,95%CI(-6.76~-5.64)]。其中,有四篇文献病例组将子痫前期分成轻度与重度两个亚组,有一篇病例组为重度子痫前期,轻度子痫前期[MD=-5.76,95%CI(-6.28~-5.24)]和重度子痫前期[MD=-9.32,95%CI(-11.57~-7.08)]孕晚期维生素D水平均低于对照组,差异有统计学意义(P<0.05);有三篇文献病例组为子痫前期,维生素D水平低于对照组[MD=-4.09,95%CI(-5.49~-2.70)],差异有统计学意义(P<0.05)。结论孕晚期低维生素D水平与子痫前期的发生有密切关系。 展开更多
关键词 维生素D 子痫前期 孕晚期 META
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Herbal formula enhances 5-fluorouracil activity through suppression of thymidylate synthase
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作者 LIU Hai-zhou LIU Hui +3 位作者 zhou zhi-yi Robert A.PARISE Edward CHU John C.SCHMITZ 《中国药理学与毒理学杂志》 CAS 北大核心 2019年第9期644-645,共2页
Traditional Chinese herbal medicine(TCM)has been shown to enhance the efficacy of standard anticancer agents.However,there are only a limited number of well-controlled preclinical and clinical studies documenting the ... Traditional Chinese herbal medicine(TCM)has been shown to enhance the efficacy of standard anticancer agents.However,there are only a limited number of well-controlled preclinical and clinical studies documenting the potential benefit of TCM.OBJECTIVE To identify biologically active formulas that were effective against colorectal cancer(CRC)by screening TCM formulas in in vitro and in vivo animal models.METHODS Cell growth assays,cell cycle analysis,immunoblot analysis and qRT-PCR were performed to investigate the mechanism(s)of action of the formulason human CRC cells.In vivo animal models were used to evaluate the antitumor activity of formulasalone and in combination with 5-FU.RESULTS We identified Huangqin Gegen Tang(HQGGT)which suppressed the in vivo growth of human CRC HT-29 xenografts.HQGGT significantly inhibited the growth of CRC cell lines.HQGGT enhanced the cytotoxicity of 5-FU against human 5-FU-resistant cells(H630R1)and mouse colon cancer cells(MC38).This synergy was the result of suppression of thymidylate synthase expression by HQGGT.HQGGT significantly enhanced the antitumor effect of 5-FU in mice bearing MC38 xenografts.Ongoing studies have identified Huangqin as the herb responsible for TS inhibi⁃tion.CONCLUSION These findings provide support for the potential role of HQGGT as a novel modulator of fluoropyrim⁃idine chemotherapy for CRC treatment. 展开更多
关键词 colorectal cancer thymidylate synthase 5-FLUOROURACIL
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Discovery of Regulatory T Cells and Their Prospective Therapeutic Applications
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作者 RIAZ Farooq LIANG Ming-Wei +5 位作者 LI Yi-Kui JIANG An-Mei ZHANG Zhen-Zhen zhou zhi-yi FAN Zu-Sen PAN Fan 《生物化学与生物物理进展》 2025年第12期2972-2989,共18页
Regulatory T cells(Treg cells)are a specialized subset of CD4+T cells defined by expression of the lineage-specifying transcription factor FOXP3 and a potent capacity to maintain peripheral immune tolerance.The modern... Regulatory T cells(Treg cells)are a specialized subset of CD4+T cells defined by expression of the lineage-specifying transcription factor FOXP3 and a potent capacity to maintain peripheral immune tolerance.The modern concept of Tregs was catalyzed by Shimon Sakaguchi's identification of CD4+CD25+suppressive T cells and subsequent work establishing FOXP3 as a central determinant of Treg cell development and function;together with landmark FOXP3 genetic discoveries by Mary E.Brunkow and Fred Ramsdell,these advances transformed understanding of immune homeostasis and were recognized by the 2025 Nobel Prize in Physiology or Medicine.Under normal physiological conditions,FOXP3+Treg cells restrain autoreactive lymphocytes,prevent excessive inflammation,and shape antigen-presenting cell activity through contact-dependent pathways and suppressive cytokines,thereby protecting tissues from immune-mediated damage.Disruption of Treg abundance,stability,or suppressive capacity can therefore lead to immune dysregulation and disease.Over the past two decades,Treg cells have become a major focus of immunology because their roles are highly context-dependent.In autoimmune and chronic inflammatory diseases,impaired Treg cell function or insufficient Treg activity contributes to loss of tolerance and persistent tissue injury,supporting therapeutic approaches designed to enhance Treg cell number,stability,and suppressive potency.In contrast,many cancers exploit Treg cells by promoting their expansion,activation,and recruitment into the tumor microenvironment(TME),where they blunt antitumor immunity by suppressing cytotoxic T-cell priming and effector function,limiting dendritic cell activation,and fostering immune escape.In both settings,immune checkpoint pathways critically influence Treg cell biology.Beyond PD-1/PD-L1 and CTLA-4,emerging checkpoints and costimulatory receptors,including TIGIT,TIM-3,LAG-3,and OX40,modulate Treg cell generation,stability,and suppressive functions,thereby shaping the balance between tolerance and immunity.Meanwhile,immunometabolic adaptations further tune Treg cell fitness and function in inflamed tissues and tumors;lipid utilization and mitochondrial programs,among other metabolic axes,enable Treg cells to persist in nutrient-and oxygen-restricted microenvironments,while microenvironmental stress can drive functional remodeling or fragility in a subset-dependent manner.In this review,we summarize the discovery and defining biological features of Treg cells,highlight core suppressive mechanisms and regulatory circuits,and synthesize evidence for the dual roles of Treg cells in preventing autoimmunity yet enabling tumor immune evasion.We further outline current and emerging therapeutic strategies aimed at augmenting Treg cell activity to restore tolerance in autoimmune disease,or selectively depleting,functionally inhibiting,and reprogramming tumor-resident Treg cells to enhance cancer immunotherapy.Overall we discuss how deeper insight into Treg heterogeneity,checkpoint control,and immunometabolic regulation may enable more precise Treg celldirected interventions and inform next-generation immunotherapeutic combinations across immune-mediated and malignant diseases. 展开更多
关键词 regulatory T cells immune tolerance tumor microenvironment autoimmune diseases cancer immunotherapy
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