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基于改进YOLOv5的舌面特征检测
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作者 张德龙 金春阳 +2 位作者 张志东 曹溪源 薛晨阳 《计算机测量与控制》 2025年第4期89-94,146,共7页
针对传统中医舌诊视觉诊断存在主观性强且耗费精力的问题,提出一种基于改进YOLOv5的舌面齿痕和裂纹特征自动检测模型:该模型在YOLOv5模型的骨干网络中引入SimAM-CSP模块以增强网络的特征提取能力;在瓶颈层和预测部分之间加入瓶颈注意力... 针对传统中医舌诊视觉诊断存在主观性强且耗费精力的问题,提出一种基于改进YOLOv5的舌面齿痕和裂纹特征自动检测模型:该模型在YOLOv5模型的骨干网络中引入SimAM-CSP模块以增强网络的特征提取能力;在瓶颈层和预测部分之间加入瓶颈注意力模块,进一步聚焦关键信息;通过调整YOLOv5的特征融合结构,增加对图像细节的感知能力,提高网络性能;将定位损失函数GIoU替换为EIoU,提升模型的训练收敛速度和预测回归精度;利用K-Means聚类算法对YOLOv5的初始锚框进行调整,使算法更加契合舌面齿痕和裂纹特征检测;将改进后的YOLOv5模型在自制舌象数据集中进行训练,得到的平均检测精度(mAP)为79.5%,较原算法提升了6.3个百分点。实验结果表明改进YOLOv5模型能够有效提高舌面齿痕和裂纹特征检测精度,有助于辅助医生诊断。 展开更多
关键词 YOLOv5 深度学习 目标检测 异常舌 舌诊
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Differential expression of genes during aflatoxin B_1-induced hepatocarcinogenesis in tree shrews 被引量:11
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作者 YuanLi Da-FangWan +10 位作者 Jian-JiaSu Jicao ChaoOu Xiao-KunQiu Ke-ChenBan chunyang Liu-LiangQin DanLuo Hui-FenYue Li-ShengZhang Jian-RenGu 《World Journal of Gastroenterology》 SCIE CAS CSCD 2004年第4期497-504,共8页
AIM:Through exploring the regulation of gene expression during hepatocarcinogenesis induced by aflatoxin B1 (AFB1),to find out the responsible genes for hepatocellular carcinoma (HCC) and to further understand the und... AIM:Through exploring the regulation of gene expression during hepatocarcinogenesis induced by aflatoxin B1 (AFB1),to find out the responsible genes for hepatocellular carcinoma (HCC) and to further understand the underlying molecular mechanism.METHODS:Tree shrews ( Tupaia belangeri chinensis)were treated with or without AFB1 for about 90 weeks. Liver biopsies were performed regularly during the animal experiment. Eight shares of total RNA were respectively isolated from 2 HCC tissues, 2 HCC-surrounding noncancerous liver tissues, 2 biopsied tissues at the early stage(30^th week) of the experiment from the same animals as above, 1 mixed sample of three liver tissues biopsied at the beginning (0^th week) of the experiment, and another i mixed sample of two liver tissues from the untreated control animals biopsied at the 90^th week of the experiment. The samples were then tested with the method of Atlas^TM cDNA microarray assay. The levels of gene expression in these tissues taken at different time points during hepatocarcinogenesis were compared.RESULTS:The profiles of differently expressed genes were quite different in different ways of comparison.At the same period of hepatocarcinogenesis, the genes in the same function group usually had the same tendency for up-or down-regulation. Among the checked 588 genes that were known to be related to human cancer, 89 genes (15.1%) were recognized as “important genes” because they showed frequent changes in different ways of comparison. The differentially expressed genes during hepatocarcinogenesis could be classified into four categories: genes up-regulated in HCC tissue, genes with similar expressing levels in both HCC and HCC-surrounding liver tissues which were higher than that in the tissues prior to the development of HCC,genes down-regulated in HCC tissue, and genes up-regulated prior to the development of HCC but down-regulated after the development of HCC.CONCLUSION: A considerable number of genes could change their expressing levels both in HCC and in HCC-surrounding non-cancerous liver tissues. A few modular genes were up-regulated only in HCC but not in surrounding liver tissues, while some apoptosis-related genes were down-regulated in HCC and up-regulated in surrounding liver tissues. To compare gene-expressing levels among the liver tissues taken at different time points during hepatocarcinogenesis may be helpful to locate the responsible gene (s) and understand the mechanism for AFB1 induced liver cancer. 展开更多
关键词 肝细胞癌 肿瘤生成 分子机制 黄曲霉毒素 肿瘤转移 肿瘤病理学
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21IC十年纪念
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作者 chunyang 《今日电子》 2011年第3期48-48,共1页
在中国人的习俗中,"整数"是特别受青睐的,讨价还价时最常说的就是"凑个整吧"。"十"是整数中的整数,纪念、庆典什么的逢十最为隆重,孔老夫子说"三十而立、四十不惑、
关键词 《今日电子》 期刊 编辑工作 发行工作
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An Empiric Linear Formula between the Internal Tetrahedron Symmetric Stretch Frequency and the Al Content in the Framework of KL Molecular Sieves 被引量:2
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作者 JianXinTANG PengFengXIAO +2 位作者 HongCHEN NongYueHE chunyang 《Chinese Chemical Letters》 SCIE CAS CSCD 2003年第8期870-873,共4页
关键词 KL molecular sieve infrared spectroscopy LINEARITY framework composition.
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Polyurethane Molecular Stamps for the in situ Synthesis of DNA Microarray 被引量:1
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作者 NongYueHE chunyang 《Chinese Chemical Letters》 SCIE CAS CSCD 2002年第9期883-886,共4页
Fabrication of polyurethane molecular stamps (PU stamps) based on polypropylene glycol (PPG) and toluene diisocyanate (TDI), using 3, 3-dichloro-4, 4-methylenedianiline (MOCA) as the crosslinker, is reported. It wa... Fabrication of polyurethane molecular stamps (PU stamps) based on polypropylene glycol (PPG) and toluene diisocyanate (TDI), using 3, 3-dichloro-4, 4-methylenedianiline (MOCA) as the crosslinker, is reported. It was shown from the contact angle measurement that PU stamps surface has good affinity with acetonitrile, guaranteeing the well distribution of DNA monomers on patterned stamps. Laser confocal fluorescence microscopy images of oligonucleotide arrays after hybridization confirmed polyurethane is an excellent material for molecular stamps when transferring polar chemicals and conducting reactions on interfaces by stamping. 展开更多
关键词 Molecular stamps POLYURETHANE contact angle soft lithography DNA microarray.
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