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融合EfficientViT和Dyhead注意力机制的口罩佩戴检测模型
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作者 钟露 韩韧 《智能计算机与应用》 2026年第1期157-163,共7页
为了提高复杂环境下的口罩佩戴检测的准确率,一个新的口罩佩戴检测模型YOLOv5-Eff-Dyhead被提出。首先,引入EfficientVit模块改进骨干网络,通过将特征图切片后,对每个切片应用注意力机制进行特征关注,可以解决复杂环境中口罩特征模糊和... 为了提高复杂环境下的口罩佩戴检测的准确率,一个新的口罩佩戴检测模型YOLOv5-Eff-Dyhead被提出。首先,引入EfficientVit模块改进骨干网络,通过将特征图切片后,对每个切片应用注意力机制进行特征关注,可以解决复杂环境中口罩特征模糊和密集人群特征相似的问题。其次,使用Dyhead模块改进检测头。通过对口罩的空间位置、尺度大小和任务特征的关注,检测头能够有效地处理多尺度口罩信息,从而更好地完成定位和分类任务。实验结果表明:在口罩数据集MNWFace上,YOLOv5-Eff-Dyhead的性能较之基准模型YOLOv5有明显提高。与当前最优秀的模型相比,该模型具有最好的精度(mAP@0.5),达到了95.3%。同时该模型具有较低的计算复杂度,使其能够在资源受限的情况下获得良好的性能。 展开更多
关键词 YOLOv5 口罩佩戴检测 EfficientVit Dynamic head 复杂环境
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Changes of bone remodeling,cartilage damage and apoptosis-related pathways in broilers with femoral head necrosis
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作者 Yaling Yu Hongfan Ge +3 位作者 Hang Gao Yanyan Zhang Kangping Liu Zhenlei Zhou 《Journal of Integrative Agriculture》 2026年第2期788-802,共15页
Femoral head necrosis(FHN) is a common leg disorder in the poultry industry often leads to significant cartilage damage.The mechanism behind abnormal apoptosis in FHN broilers,leading to cartilage damage,remains uncle... Femoral head necrosis(FHN) is a common leg disorder in the poultry industry often leads to significant cartilage damage.The mechanism behind abnormal apoptosis in FHN broilers,leading to cartilage damage,remains unclear;although endoplasmic reticulum stress(ERS) has been found to play a role in glucocorticoid-induced FHN broilers.In this study,we collected samples from broilers with femoral head separation(FHS) and femoral head separation accompanied with growth plate lacerations(FHSL) in a broiler farm.The aim was to investigate the potential association between the severity of FHN,bone remodeling and cartilage damage.Additionally,primary chondrocytes were treated with methylprednisolone(MP) to construct an in vitro FHN model,followed by inhibition or activation of ERS or hypoxia inducible factor-1α(HIF-1α) to further investigate the mechanism of apoptosis in cartilage.The results suggested that cartilage appeared to be the appropriate tissue to investigate the potential mechanisms of FHN,as the degree of cartilage damage was found to be closely related to the severity of the disease.Bone quality was only affected in FHSL broilers,although factors related to bone metabolism were significantly altered among FHN-affected broilers.In addition,cartilage in FHN-affected broilers exhibited high levels of apoptosis and upregulated expression of ERS-related and HIF-1α,which was consistent with both in vivo and in vitro findings after MP treatment.The results were further supported by treatment with HIF-1α or ERS inhibition or activation.In conclusion,bone remodeling and cartilage homeostasis were affected in FHN broilers,but only cartilage damage was significantly exacerbated with FHN development.Moreover,activation of ERS or HIF-1α resulted in apoptosis in cartilage,thus exhibiting a significant correlation with FHN severity. 展开更多
关键词 femoral head necrosis bone remodeling cartilage homeostasis apoptosis-related pathways
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英语身体器官名词Head动词化的认知机制研究:基于物性结构与概念整合理论
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作者 孙新雨 《现代语言学》 2026年第1期133-139,共7页
名词向动词的转类是英语中常见的一种构词法,其中身体器官名词的动词化因其高度的语义扩展性备受关注。以Head为代表的器官名词,其动词义涵盖“结球”“发源”“朝向前进”“率领”“领先”“装上前端部件”等多种语义,呈现出显著的多... 名词向动词的转类是英语中常见的一种构词法,其中身体器官名词的动词化因其高度的语义扩展性备受关注。以Head为代表的器官名词,其动词义涵盖“结球”“发源”“朝向前进”“率领”“领先”“装上前端部件”等多种语义,呈现出显著的多义性和抽象性。基于物性结构理论与概念整合理论,本文从认知语义学角度系统探讨了Head动词化的语义构建机制。研究发现,Head的动词义均可追溯至其物性结构中的关键特征,尤其是“前端性”“功能核心性”等属性;这些属性作为输入空间中的静态结构,在不同事件框架中被选择性激活并投射,从而在整合空间中生成输入空间均不具备的涌现意义。文章表明,身体器官名词的动词化并是涉及多空间信息整合的动态构建过程,充分体现了语言意义生成的建构性与认知性。 展开更多
关键词 身体器官名词 名词动词化(转类) 物性结构 概念整合 head
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基于SENet-MultiHead-BiTCN的轴承故障诊断方法 被引量:1
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作者 崔吉强 高军伟 吴文凯 《噪声与振动控制》 北大核心 2025年第6期190-195,227,共7页
针对电动机滚动轴承故障诊断需要提取大量特征,且单方向特征提取不充分导致故障识别准确率低的问题,提出一种双注意力机制和双向时间卷积网络的轴承故障诊断模型。首先,对振动信号进行预处理;然后,将处理好的信号输入压缩激励网络选取... 针对电动机滚动轴承故障诊断需要提取大量特征,且单方向特征提取不充分导致故障识别准确率低的问题,提出一种双注意力机制和双向时间卷积网络的轴承故障诊断模型。首先,对振动信号进行预处理;然后,将处理好的信号输入压缩激励网络选取对故障诊断有效的特征,减小模型运算量;再将选取的特征输入双向时间卷积网络从正反两个方向提取振动信号在时间序列上的依赖关系;再使用多头注意力机制对提取出的特征重新分配权重;最后,将特征送入全连接层进行故障分类,并使用江南大学轴承故障数据集验证该方法的有效性。实验结果表明,基于SENetMultiHead-BiTCN的轴承故障诊断方法在数据集上的准确率为99.49%,满足故障诊断的要求,为轴承故障诊断提供一种新方法。 展开更多
关键词 故障诊断 轴承 BiTCN 多头注意力机制 SENet
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Induced neural stem cells regulate microglial activation through Akt-mediated upregulation of CXCR4 and Crry in a mouse model of closed head injury 被引量:1
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作者 Mou Gao Qin Dong +3 位作者 Dan Zou Zhijun Yang Lili Guo Ruxiang Xu 《Neural Regeneration Research》 SCIE CAS 2025年第5期1416-1430,共15页
Microglial activation that occurs rapidly after closed head injury may play important and complex roles in neuroinflammation-associated neuronal damage and repair.We previously reported that induced neural stem cells ... Microglial activation that occurs rapidly after closed head injury may play important and complex roles in neuroinflammation-associated neuronal damage and repair.We previously reported that induced neural stem cells can modulate the behavior of activated microglia via CXCL12/CXCR4 signaling,influencing their activation such that they can promote neurological recovery.However,the mechanism of CXCR4 upregulation in induced neural stem cells remains unclear.In this study,we found that nuclear factor-κB activation induced by closed head injury mouse serum in microglia promoted CXCL12 and tumor necrosis factor-αexpression but suppressed insulin-like growth factor-1 expression.However,recombinant complement receptor 2-conjugated Crry(CR2-Crry)reduced the effects of closed head injury mouse serum-induced nuclear factor-κB activation in microglia and the levels of activated microglia,CXCL12,and tumor necrosis factor-α.Additionally,we observed that,in response to stimulation(including stimulation by CXCL12 secreted by activated microglia),CXCR4 and Crry levels can be upregulated in induced neural stem cells via the interplay among CXCL12/CXCR4,Crry,and Akt signaling to modulate microglial activation.In agreement with these in vitro experimental results,we found that Akt activation enhanced the immunoregulatory effects of induced neural stem cell grafts on microglial activation,leading to the promotion of neurological recovery via insulin-like growth factor-1 secretion and the neuroprotective effects of induced neural stem cell grafts through CXCR4 and Crry upregulation in the injured cortices of closed head injury mice.Notably,these beneficial effects of Akt activation in induced neural stem cells were positively correlated with the therapeutic effects of induced neural stem cells on neuronal injury,cerebral edema,and neurological disorders post–closed head injury.In conclusion,our findings reveal that Akt activation may enhance the immunoregulatory effects of induced neural stem cells on microglial activation via upregulation of CXCR4 and Crry,thereby promoting induced neural stem cell–mediated improvement of neuronal injury,cerebral edema,and neurological disorders following closed head injury. 展开更多
关键词 Akt signaling cerebral edema closed head injury Crry CXCR4 induced neural stem cell MICROGLIA NEUROINFLAMMATION
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Legal Regulation of Head Anchors in Live-Streaming E-Commerce from the Perspective of Duty of Care 被引量:2
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作者 Ma Zhiguo Jia Jinrun Zhang Xiaohao 《科技与法律(中英文)》 2025年第2期125-137,共13页
The integration of the digital economy with the traditional sales industry has prompted the robust growth of e-commerce.Live-streaming e-commerce,as a novel business model,has gained immense popularity.However,is⁃sues... The integration of the digital economy with the traditional sales industry has prompted the robust growth of e-commerce.Live-streaming e-commerce,as a novel business model,has gained immense popularity.However,is⁃sues of regulatory loopholes and inefficacy continue to surface.In live-streaming e-commerce,the head anchor,as host of the live-streaming rooms,wields significant influence in determining the goods to be showcased and marketed.Such influence expands risks such as infringement of intellectual property rights.Yet the uncertainty in law concerning the identity of head anchors results in a lack of accountability.Current norms are inadequate in constraining the group of head anchors.Drawing on the principles of risk control,the alignment between benefit and risk,and the theory of so⁃cial cost control,this paper argues that it is both justifiable and feasible to impose a duty to exercise reasonable care on head anchors.To effectively enshrine this duty in law,it is of great importance to redefine the mechanism of identifying the duty of care of head anchors in live-streaming e-commerce.In particular,the contents of the duty of care under⁃taken by head anchors and the consequences of breaching such a duty of care should be clarified. 展开更多
关键词 head anchor live-streaming e-commerce digital economy duty of care
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The serum fascin-1 and tumor components containing this protein in patients with head and neck squamous cell carcinoma:A pilot study 被引量:1
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作者 Gelena V.Kakurina Elena E.Sereda +4 位作者 Marina N.Stakheeva Liubov Tashireva Olga V.Cheremisina Irina V.Kondakova Evgeny L.Choinzonov 《Journal of Biomedical Research》 2025年第5期534-537,I0046,I0047,共6页
Dear Editor,Local recurrence and cervical lymph node metastases are major causes of mortality in patients with head and neck squamous cell carcinoma(HNSCC).To date,none of the proposed strategies for predicting outcom... Dear Editor,Local recurrence and cervical lymph node metastases are major causes of mortality in patients with head and neck squamous cell carcinoma(HNSCC).To date,none of the proposed strategies for predicting outcomes in this disease have proven fully effective,and a comprehensive physical examination remains the primary method for early detection and monitoring of HNSCC. 展开更多
关键词 serum fascin cervical lymph node metastases tumor components comprehensive physical examination head neck squamous cell carcinoma hnscc head neck squamous cell carcinoma pilot study local recurrence
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Development of mechanical equivalent porous structures for 3Dprinted artificial femoral heads 被引量:1
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作者 Moyu Liu Jun Wang +3 位作者 Yu Li Kaiyuan Cheng Yong Huan Ning Li 《Acta Mechanica Sinica》 2025年第4期176-187,共12页
The current artificial bone is unable to accurately replicate the inhomogeneity and anisotropy of human cancellous bone.To address this issue,we proposed a personalized approach based on clinical CT images to design m... The current artificial bone is unable to accurately replicate the inhomogeneity and anisotropy of human cancellous bone.To address this issue,we proposed a personalized approach based on clinical CT images to design mechanical equivalent porous structures for artificial femoral heads.Firstly,supported by Micro and clinical CT scans of 21 bone specimens,the anisotropic mechanical parameters of human cancellous bone in the femoral head were characterized using clinical CT values(Hounsfield unit).After that,the equivalent porous structure of cancellous bone was designed based on the gyroid surface,the influence of its degree of anisotropy and volume fraction on the macroscopic mechanical parameters was investigated by finite element analysis.Furthermore,a mapping relationship between CT values and the porous structure was established by jointly solving the mechanical parameters of the porous structure and human cancellous bone,allowing the design of personalized gradient porous structures based on clinical CT images.Finally,to verify the mechanical equivalence,implant press-in tests were conducted on 3D-printed artificial femoral heads and human femoral heads,the influence of the porous structure’s cell size in bone-implant interaction problems was also explored.Results showed that the minimum deviations of press-in stiffness(<15%)and peak load(<5%)both occurred when the cell size was 20%to 30%of the implant diameter.In conclusion,the designed porous structure can replicate the human cancellous bone-implant interaction at a high level,indicating its effectiveness in optimizing the mechanical performance of 3D-printed artificial femoral head. 展开更多
关键词 Mechanical equivalence Porous structure ANISOTROPY Femoral head Artificial bone
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Fhb9,a major QTL for Fusarium head blight resistance improvement in wheat 被引量:1
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作者 Fuping Zhang Hongjun Zhang +10 位作者 Jilu Liu Xiaomeng Ren Yanpeng Ding Fangyao Sun Zhenzhen Zhu Xi He Yang Zhou Guihua Bai Zhongfu Ni Qixin Sun Zhenqi Su 《Journal of Integrative Agriculture》 2025年第11期4127-4137,共11页
Fusarium head blight(FHB),mainly caused by Fusarium graminearum,is one of the most devastating diseases of wheat worldwide.Identification and validation of major quantitative trait loci(QTLs)for FHB resistance without... Fusarium head blight(FHB),mainly caused by Fusarium graminearum,is one of the most devastating diseases of wheat worldwide.Identification and validation of major quantitative trait loci(QTLs)for FHB resistance without negative effects on agronomic traits is critical to success in breeding FHB-resistant cultivars.In this study,a stable major QTL on chromosome arm 2DL was identified by evaluating a recombinant inbred line(RIL)population derived from Shi4185×Shijiazhuang 8 in both field and greenhouse experiments.QTL mapping and pedigree analyses indicated that the 2DL QTL is the same as QFhb-2DL previously identified in Ji5265;therefore,it was designated Fhb9.Four kompetitive amplicon sequence polymorphism(KASP)markers were developed based on exome capture sequencing data to enhance marker density in the Fhb9 region,and it was delimited to an interval between single nucleotide polymorphism(SNP)markers KASP-12056(533.8 Mb)and KASP-525(525.9 Mb)explained 26.0-30.1%of the phenotypic variation.Analysis of the geographic distribution of the Fhb9 resistance allele suggests that it originated from the Huang-Huai winter wheat region in China.The very low frequency of Fhb9 in modern Chinese cultivars reveals that it has not been widely deployed in breeding programs.Field and greenhouse evaluations of yield-related traits in near-isogenic lines(NILs)contrasting in Fhb9 alleles reveal that the Fhb9 resistance allele have no adverse effects on these traits.Fhb9 showed an additive effect on enhancing FHB resistance with Fhb1.Therefore,Fhb9 is a valuable major QTL for improving FHB resistance in wheat,and the near-diagnostic markers developed in this study will facilitate its deployment in wheat breeding programs. 展开更多
关键词 Fusarium head blight QFhb-2DL QTL validation diagnostic markers Fhb9
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Effect tongue pressure feedback training with enabling education on swallowing and depression in head and neck tumor patients 被引量:1
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作者 Jia-Mei Wang Tai-Shan Tong 《World Journal of Psychiatry》 2025年第8期253-260,共8页
BACKGROUND Patients with head and neck cancer often develop depressive symptoms during radiochemotherapy due to changes in saliva secretion,radiation-induced oral mucositis,and dysphagia.These symptoms significantly a... BACKGROUND Patients with head and neck cancer often develop depressive symptoms during radiochemotherapy due to changes in saliva secretion,radiation-induced oral mucositis,and dysphagia.These symptoms significantly affect quality of life.Although existing nursing interventions provide some relief,they have limitations in improving swallowing function and developing coping strategies.AIM To evaluate the effectiveness of tongue pressure resistance feedback training combined with empowerment education in improving depressive symptoms and swallowing function in patients with head and neck cancer undergoing radiochemotherapy.METHODS This study included 110 patients with head and neck cancer who exhibited depressive symptoms and underwent radiochemotherapy at the Affiliated Hospital of Jiangnan University between January 2021 and December 2023.Patients were randomly assigned to either a reference group or an experimental group,each comprising 55 patients.The reference group received routine care,whereas the experimental group received tongue pressure resistance feedback training and empowerment education.After 6 weeks of continuous intervention,comparisons were made between the two groups regarding depressive symptom scores,swallowing function,coping strategies,and quality of life,both pre-and post-intervention.RESULTS Following the intervention,both groups demonstrated decreased scores for depressive symptoms and swallowing function,with the experimental group showing a significantly greater reduction than the reference group(P<0.05).The experimental group also demonstrated higher confrontation scores and lower avoidance and submission scores for coping strategies than the reference group(P<0.05).Quality of life scores improved in both groups after the intervention,with the experimental group showing markedly higher scores than the reference group(P<0.05).CONCLUSION The combination of tongue pressure resistance feedback training and empowerment education is effective in alleviating depressive symptoms,enhancing swallowing function,optimizing coping strategies,and significantly improving the quality of life of patients with head and neck cancer undergoing radiochemotherapy.This approach shows promise for clinical applications and promotion. 展开更多
关键词 Tongue pressure resistance feedback training Empowerment education DEPRESSION Swallowing function head and neck cancer
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Coupling Multi-Source Satellite Remote Sensing and Meteorological Data to Discriminate Yellow Rust and Fusarium Head Blight in Winter Wheat 被引量:1
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作者 Qi Sheng Huiqin Ma +4 位作者 Jingcheng Zhang Zhiqin Gui Wenjiang Huang Dongmei Chen Bo Wang 《Phyton-International Journal of Experimental Botany》 2025年第2期421-440,共20页
Yellow rust(Puccinia striiformis f.sp.Tritici,YR)and fusarium head blight(Fusarium graminearum,FHB)are the two main diseases affecting wheat in the main grain-producing areas of East China,which is common for the two ... Yellow rust(Puccinia striiformis f.sp.Tritici,YR)and fusarium head blight(Fusarium graminearum,FHB)are the two main diseases affecting wheat in the main grain-producing areas of East China,which is common for the two diseases to appear simultaneously in some main production areas.It is necessary to discriminate wheat YR and FHB at the regional scale to accurately locate the disease in space,conduct detailed disease severity monitoring,and scientific control.Four images on different dates were acquired from Sentinel-2,Landsat-8,and Gaofen-1 during the critical period of winter wheat,and 22 remote sensing features that characterize the wheat growth status were then calculated.Meanwhile,6 meteorological parameters that reflect the wheat phenological information were also obtained by combining the site meteorological data and spatial interpolation technology.Then,the principal components(PCs)of comprehensive remote sensing and meteorological features were extracted with principal component analysis(PCA).The PCs-based discrimination models were established to map YR and FHB damage using the random forest(RF)and backpropagation neural network(BPNN).The models’performance was verified based on the disease field truth data(57 plots during the filling period)and 5-fold cross-validation.The results revealed that the PCs obtained after PCA dimensionality reduction outperformed the initial features(IFs)from remote sensing and meteorology in discriminating between the two diseases.Compared to the IFs,the average area under the curve for both micro-average and macro-average ROC curves increased by 0.07 in the PCs-based RF models and increased by 0.16 and 0.13,respectively,in the PCs-based BPNN models.Notably,the PCs-based BPNN discrimination model emerged as the most effective,achieving an overall accuracy of 83.9%.Our proposed discrimination model for wheat YR and FHB,coupled with multi-source remote sensing images and meteorological data,overcomes the limitations of a single-sensor and single-phase remote sensing information in multiple stress discrimination in cloudy and rainy areas.It performs well in revealing the damage spatial distribution of the two diseases at a regional scale,providing a basis for detailed disease severity monitoring,and scientific prevention and control. 展开更多
关键词 Winter wheat yellow rust(YR) fusarium head blight(FHB) DISCRIMINATION remote sensing and meteorology
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CXCL16 promotes proliferation of head and neck squamous cell carcinoma by regulating GPX1-mediated antioxidant levels 被引量:1
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作者 Ru HE Hongyi JIANG +10 位作者 Chengchi ZHANG Yuan CHEN Wenshun LIU Xinyue DENG Xiaozheng ZHU Yunye LIU Chuanming ZHENG Yining ZHANG Chengying SHAO Yanting DUAN Jiajie XU 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 2025年第1期92-106,共15页
Numerous studies have demonstrated that the high expression of CXC motif chemokine ligand 16(CXCL16)in cancer correlates with poor prognosis,as well as tumor cell proliferation,migration,and invasion.While CXCL16 can ... Numerous studies have demonstrated that the high expression of CXC motif chemokine ligand 16(CXCL16)in cancer correlates with poor prognosis,as well as tumor cell proliferation,migration,and invasion.While CXCL16 can serve as a tumor biomarker,the underlying mechanism in modulating head and neck squamous cell carcinoma(HNSCC)remains unclear.In this study,the aimed was to investigate the CXCL16 expression in HNSCC and to uncover the potential underlying mechanism.Hereby,we determined the high expression of CXCL16 in The Cancer Genome Atlas(TCGA)database,as well as in tissue samples from patients with HNSCC at our central hospital and from HNSCC cell lines.The results showed that CXCL16 knockdown inhibited the proliferation,migration,and invasion of HNSCC cells.Mechanistically,transcriptome sequencing revealed that CXCL16 may affect HNSCC cell growth by regulating the antioxidant pathway of glutathione peroxidase 1(GPX1).The reactive oxygen species(ROS)levels were elevated in small interfering CXCL16(si-CXCL16)cells,which may contribute to the inhibition of cell proliferation,migration,and invasion.Moreover,treatment of cells with the GPX1 inhibitor eldecalcitol(ED-71)revealed that HNSCC cell growth was significantly inhibited in the synergistic group of si-CXCL16 and GPX1 inhibitor compared to the si-CXCL16 group.In conclusion,CXCL16 contributed to the development of HNSCC cells by modulating the GPX1-mediated antioxidant pathway.Thus,targeting cellular CXCL16 expression seems to be a promising strategy for treating HNSCC. 展开更多
关键词 Antioxidant pathway CXC motif chemokine ligand 16(CXCL16) Glutathione peroxidase 1(GPX1) head and neck squamous cell carcinoma(HNSCC)
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Drivable generalized NeRF-based head model
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作者 Yue Wang Yudong Guo 《中国科学技术大学学报》 北大核心 2025年第1期46-57,45,I0001,I0002,共15页
In recent years,the concept of digital human has attracted widespread attention from all walks of life,and the modelling of high-fidelity human bodies,heads,and hands has been intensively studied.This paper focuses on... In recent years,the concept of digital human has attracted widespread attention from all walks of life,and the modelling of high-fidelity human bodies,heads,and hands has been intensively studied.This paper focuses on head modelling and proposes a generic head parametric model based on neural radiance fields.Specifically,we first use face recognition networks and 3D facial expression database FaceWarehouse to parameterize identity and expression semantics,respectively,and use both as conditional inputs to build a neural radiance field for the human head,thereby improving the head model’s representation ability while ensuring editing capabilities for the identity and expression of the rendered results;then,through a combination of volume rendering and neural rendering,the 3D representation of the head is rapidly rendered into the 2D plane,producing a high-fidelity image of the human head.Thanks to the well-designed loss functions and good implicit representation of the neural radiance field,our model can not only edit the identity and expression independently,but also freely modify the virtual camera position of the rendering results.It has excellent multi-view consistency,and has many applications in novel view synthesis,pose driving and more. 展开更多
关键词 neural radiance fields head parametric model semantic disentanglement novel view synthesis
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基于TiBERT+Multi-Head Attention的藏文医疗实体关系联合抽取
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作者 仁欠扎西 安见才让 曼拉才让 《电脑与电信》 2025年第10期45-49,54,共6页
实体关系抽取是自然语言处理的关键任务之一,在藏医药领域的应用对于构建藏医药知识图谱、智能辅助诊断和药物研发具有重要意义。针对藏文医疗文本实体关系抽取任务,提出一种基于预训练模型TiBERT加多头注意力的联合抽取方法。该方法通... 实体关系抽取是自然语言处理的关键任务之一,在藏医药领域的应用对于构建藏医药知识图谱、智能辅助诊断和药物研发具有重要意义。针对藏文医疗文本实体关系抽取任务,提出一种基于预训练模型TiBERT加多头注意力的联合抽取方法。该方法通过TiBERT模型对藏文医疗文本进行编码处理,生成包含上下文信息的特征向量,再利用多头注意力机制增强特征表示能力,捕捉不同实体之间的关联信息。实验结果表明,该模型在藏医文本数据集上的F1值达到81.81%,显著优于其他对比模型,证明了其有效性。 展开更多
关键词 TiBERT模型 Multi-head Attention 实体关系抽取 自然语言处理
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Restless head syndrome:A retrospective study
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作者 Sanjay Prakash Varoon Vadodaria +2 位作者 Niraj Chawda Chetsi S Shah Anurag Prakash 《World Journal of Methodology》 2025年第1期51-59,共9页
BACKGROUND Restless legs syndrome(RLS)is characterized by an urge to move with an unpleasant sensation in the lower limbs.RLS typically affects the legs.However,it can also affect several other body regions,such as th... BACKGROUND Restless legs syndrome(RLS)is characterized by an urge to move with an unpleasant sensation in the lower limbs.RLS typically affects the legs.However,it can also affect several other body regions,such as the arms,abdomen,face,neck,head,and genital area.There are only a few reports of the RLS variant affecting the head.AIM To assess the epidemiological,clinical,and other aspects of the RLS variant affecting the head.METHODS We conducted a retrospective study of 17 adult patients(>18 years)who met the RLS criteria and simultaneously experienced RLS-like symptoms in the head.RESULTS The median age at which symptoms appeared was 41.6 years.Males and females were equally affected(1.1:1).All 17 patients had uncomfortable sensations in the lower legs.Insomnia or disturbed sleep was the most common comorbidity(n=16,88.2%).However,headache was the most common presenting or primary symptom(n=10,70.5%).Dizziness or an abnormal sensation in the head was the second most common presenting symptom(5 patients,29.4%).Other presenting features were leg pain,backache,and generalized body pain.All patients responded favorably to dopaminergic medications.CONCLUSION If RLS-related unpleasant sensations and pain are felt in the head,they may be misinterpreted as headache,dizziness,or psychosomatic symptoms.RLS and headaches in a subset of patients may be two phenotypic manifestations of the same disorder. 展开更多
关键词 Restless legs syndrome Restless head syndrome DOPAMINE headACHE MIGRAINE Tension-type headache
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Nutrition Support for Patients with Head and Neck Cancer: A Workshop Model for Dysphagia Diet Awareness
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作者 Yuka I. Sumita Ayako Hagino +4 位作者 Mai Murase Mahmoud E. Elbashti Mihoko Haraguchi Mariko Hattori Noriyuki Wakabayashi 《Health》 2025年第2期126-137,共12页
Purpose: In super-aging societies, prosthodontists will have a growing role and will need to improve their nutrition knowledge. This study aimed to evaluate the effectiveness of a workshop-based model for increasing d... Purpose: In super-aging societies, prosthodontists will have a growing role and will need to improve their nutrition knowledge. This study aimed to evaluate the effectiveness of a workshop-based model for increasing dysphagia diet awareness among prosthodontists working with head and neck cancer patients. Methods: The study had a post-intervention design and included 10 maxillofacial prosthetic educators from eight countries who participated in a 120-minute workshop focused on theoretical and practical training in nutrition support for patients with dysphagia. Sessions were held in a specialized restaurant in Tokyo and included lectures, observation of Japanese cooking techniques, hands-on preparation of dysphagia-friendly foods, and cross-cultural comparisons. Knowledge, confidence, and practical application were assessed using a post-workshop questionnaire. Descriptive statistics and thematic analysis were used to evaluate outcomes. Results: Seven of the 10 prosthodontists completed the post-intervention questionnaire. All respondents reported overall satisfaction with the workshop. Session content was regarded as easy to understand by 57.14%, appropriate by 28.57%, and easy by 14.29%. Most respondents (85.71%) were “very satisfied” with the instructors’ explanations, and 100% were “very satisfied” with the workshop’s length and structure;71.42% felt they could apply the knowledge in clinical practice, while 28.58% anticipated challenges. The respondents appreciated the workshop’s focus on dysphagia, particularly in elderly patients, and valued the insights into Japanese dysphagia diets and culture. Conclusions: Workshops on nutrition provide an interactive platform for prosthodontists to enhance their knowledge and improve comprehensive patient care, highlighting the importance for prosthodontists to stay updated on developments in nutrition, particularly in dysphagia. 展开更多
关键词 Dysphagia Diet Awareness head and Neck Cancer Nutrition Support Dental Professionals Workshop Model
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整合脂质代谢重编程与转录调控网络解析健脾活骨方治疗激素性股骨头坏死的功效科学内涵 被引量:3
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作者 李涛 张楚 +3 位作者 贾雁 陈卫衡 林娜 张彦琼 《中国中药杂志》 北大核心 2026年第2期332-340,共9页
综合运用临床转录组学、脂质代谢组学与生物分子网络挖掘技术,系统解析健脾活骨方治疗激素性股骨头坏死(SONFH)痰瘀阻络证的功效科学内涵。研究发现,健脾化痰组(党参、白术、茯苓、陈皮)通过115种化学成分靶向ALDH7A1、ACOX1等效应靶标... 综合运用临床转录组学、脂质代谢组学与生物分子网络挖掘技术,系统解析健脾活骨方治疗激素性股骨头坏死(SONFH)痰瘀阻络证的功效科学内涵。研究发现,健脾化痰组(党参、白术、茯苓、陈皮)通过115种化学成分靶向ALDH7A1、ACOX1等效应靶标基因,调控AMPK、鞘脂信号通路,显著降低甘油二酯(DAG)、胆固醇酯水平,有效纠正脂代谢紊乱;活血通络组(当归、川芎、赤芍、牛膝、桂枝)凭借197种化学成分干预趋化因子、NOD样受体通路,抑制中性粒细胞诱捕网形成,下调炎性因子表达,促进血管功能修复;补肾强骨组(熟地黄、鹿角)则通过调控PI3K/Akt、Ras/MAPK信号通路,抑制破骨分化基因CTSK和MMP9,推动骨稳态重建。进一步对健脾活骨方治疗SONFH前后的临床血样进行转录组学和脂质代谢组学检测,经多组学整合分析,揭示该方3个功效组协同构建起“脂代谢-免疫-骨稳态”多维作用网络。临床转录组筛选出594个方药干预前后差异表达的效应靶标基因(367个下调、227个上调),临床脂质代谢组鉴定出179个与方药疗效相关的差异脂质代谢物(以甘油三酯和DAG为主),结合2657个病证基因构建“病-证-症-方”关联网络。通过拓扑特征值计算与功能挖掘显示,健脾活骨方干预SONFH的核心网络靶标主要通过调节破骨细胞分化、细胞凋亡、Ras、MAPK、PI3K/Akt和p53等信号通路,实现抑制破骨细胞活性、促进成骨细胞增殖、平衡骨吸收与骨形成过程、改善骨髓微环境的作用。该研究系统揭示了健脾活骨方通过“脂质代谢重编程-转录调控网络”协同作用,从脂代谢、炎症、骨重塑3个关键维度干预SONFH病理进程的功效科学内涵,充分体现了中医药复方多成分、多靶点、多通路协同调节的整体优势,为阐释中医药防治SONFH的作用机制提供了创新视角与数据支撑。 展开更多
关键词 激素性股骨头坏死 痰瘀阻络证 健脾活骨方 脂质代谢重编程 转录组学
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Establishment of Diagnostic Reference Levels for Childhood Head CT in the District of Abidjan in Côte d’Ivoire
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作者 Koutoua Joseph Anouan Raïssa-Michelle Kabas +1 位作者 Jean-Paul Kouao Aboubakar Sidiki Diabaté 《World Journal of Nuclear Science and Technology》 2025年第1期45-52,共8页
Computed tomography is an indispensable X-ray imaging modality used to diagnose numerous pathologies, but it can also involve the delivery of high ionizing radiation doses harmful to the health of patients. This study... Computed tomography is an indispensable X-ray imaging modality used to diagnose numerous pathologies, but it can also involve the delivery of high ionizing radiation doses harmful to the health of patients. This study aims to survey the level of radiation doses delivered to child patients during head exams in CT imaging to set up the Dosimetric Reference Levels (DRLs), a routine dose optimization tool, based on data acquired at the University Hospital of Angré (UHA), the University Hospital of Treichville (UHT) and the Polyclinic Hospital Farah (Farah) for optimizing procedures in Ivorian hospitals. Prospectively performed on 334 CT images of 186 child patients, this study was carried out on CT systems such as Hitachi Scenaria, Sinovision Insitum, and Philips Incisive used respectively at UHA, UHT and Farah. Children’s scan data were classified into four age bands: vol or dose-length product as DLP) value, whatever the hospital, increases with respect to the age of child patients. Based on the 75th percentile of the whole dose distributions, the DRLs of the CTDIvol is 54.37 mGy whatever the age groups and those of the DLP with respect to age bands are 1224.55 mGy∙cm, 1414.06 mGy∙cm, 1632.24 mGy.cm and 1544.57 mGy∙cm, respectively. The averaged values of CTDIvol and DLP smaller than the corresponding DRLs values suggest that practices in our three facilities are optimized. However, comparing our results with those from different international studies, we see that the CTDIvol and DLP values obtained in the present work are higher. These results suggest additional surveys to ensure our DRLs values and efforts from radiologists, imaging technicians and medical physicists to strengthen clinical procedures for the radiation protection of children undergoing CT scans in Côte d’Ivoire. 展开更多
关键词 Computed Tomography Childhood head Imaging Radiation Protection Diagnostic Reference Levels
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Radial head arthroplasty:A pillar of stability in complex elbow fractures
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作者 Amr Elshahhat Mahmoud Almekoud 《World Journal of Orthopedics》 2025年第9期8-19,共12页
Radial head(RH)arthroplasty(RHA)has emerged as a critical intervention in the management of complex elbow fractures,particularly Mason type III and IV injuries where the native RH is irreparable.Beyond its role in pai... Radial head(RH)arthroplasty(RHA)has emerged as a critical intervention in the management of complex elbow fractures,particularly Mason type III and IV injuries where the native RH is irreparable.Beyond its role in pain relief and joint congruity,RHA serves as a biomechanical cornerstone for restoring the lateral column and ensuring elbow stability,especially in the presence of associated ligamentous injuries or fracture-dislocations.This editorial synthesizes current evidence on RHA in Mason type III and IV RH fractures,with attention to biomechanical rationale,implant design,and complication trends.Aiming to reaffirm RHA’s position as a vital tool in contemporary elbow trauma care,a simplified treatment algorithm is presented to support individualized surgical decisionmaking. 展开更多
关键词 Radial head arthroplasty Mason classification Comminuted radial head fractures Modular prosthesis Aseptic loosening Overstuffing COST-EFFECTIVENESS
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The product of head height and head width is a strong predictor of brain mass in birds
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作者 Yuran Liu Baisalbayeva Rakhima +2 位作者 Yidong Wei Jinmei Liu Wei Liang 《Avian Research》 2025年第4期700-705,共6页
Animal behavioral studies are often combined with research concerning cognitive abilities.Larger brains usually mean more complex neural networks and advanced cognitive functions.By measuring the brain size of differe... Animal behavioral studies are often combined with research concerning cognitive abilities.Larger brains usually mean more complex neural networks and advanced cognitive functions.By measuring the brain size of different individual animals,we can explore differences in behavioral complexity between populations or species.However,obtaining accurate measurements of brain size is challenging both in field and laboratory environments,especially for rare and endangered species.Therefore,there is an urgent need to develop reliable methods for performing cranial brain mass.This study tests which external structures of the avian head can most accurately predict brain size.We selected five bird species from four orders,categorized external head measures into three types of parameters(direct,calculated and composite measurements),and analyzed these in relation to brain mass.The results showed that while head size can partially explain brain mass,the parameters of head height x head width were the most accurate predictors of brain mass in birds(90.4%).In addition,the positive correlation between endocranial volume and brain mass once again confirmed that avian endocranial volume can,to a certain extent,serve as a valid proxy for brain mass.Our study demonstrates that in the future we can more conveniently perform non-invasive measurements to better understand the relationship between bird brain size and behavior,ecology,and evolution. 展开更多
关键词 Bird cognition abilities Brain mass Endocranial volume External head measurement head size
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