期刊文献+
共找到13篇文章
< 1 >
每页显示 20 50 100
路径语义和特征提取相结合的负样本推荐方法
1
作者 马腾 熊熙 +2 位作者 李中志 李斌勇 昌燕 《小型微型计算机系统》 CSCD 北大核心 2023年第2期349-355,共7页
随着大数据领域的飞速发展,数据成了当今各行各业宝贵的财富.从海量数据中筛选出合适的内容推送给不同用户,提高用户体验度是推荐系统的主要研究内容.但由于当前的负样本采样方式不足以产生优质的负样本,从而导致系统不能反映用户的真... 随着大数据领域的飞速发展,数据成了当今各行各业宝贵的财富.从海量数据中筛选出合适的内容推送给不同用户,提高用户体验度是推荐系统的主要研究内容.但由于当前的负样本采样方式不足以产生优质的负样本,从而导致系统不能反映用户的真实需求.本文提出一种基于知识图谱的负样本采样算法:首先将TransR与SDAE(堆栈去噪自编码器)结合,从知识图谱的关系中获取编码以充分利用图谱中的信息.再将负采样算法找到的负样本排序,修剪掉得分低的负样本.为了提高搜索性能,在采样器中增加了通道注意力机制.本模型在Amazon-book,Last-FM,Yelp2018共3个数据集上与其它算法进行了比较.实验结果表明:1)在召回率方面,3个数据集上的负样本采样有效性比目前表现最好的DNS高出1.12%,2.12%,2.13%.2)与其它知识图谱推荐算法相比,本文提出的模型NSEP(Negative Sample Extraction combining Path semantics and feature extraction)提高了2.40%、3.41%和3.25%.3)通过对NSEP提出的模块进行消融性实验,发现各模块对算法都有积极贡献. 展开更多
关键词 知识图谱 推荐系统 负样本 注意力 强化学习
下载PDF
辅用刺血拔罐疗法对风火毒证蛇咬伤患者血小板及凝血功能的影响 被引量:9
2
作者 许静静 韩宁林 +1 位作者 李忠志 饶文龙 《安徽中医药大学学报》 2018年第3期64-66,共3页
目的观察刺血拔罐疗法对风火毒证蛇咬伤患者血小板及凝血功能的影响。方法将106例风火毒证蛇咬伤患者随机分为对照组和治疗组,每组53例。两组均给予蛇咬伤常规治疗,对照组予季德胜蛇药片治疗,治疗组在对照组基础上加用刺血拔罐疗法。两... 目的观察刺血拔罐疗法对风火毒证蛇咬伤患者血小板及凝血功能的影响。方法将106例风火毒证蛇咬伤患者随机分为对照组和治疗组,每组53例。两组均给予蛇咬伤常规治疗,对照组予季德胜蛇药片治疗,治疗组在对照组基础上加用刺血拔罐疗法。两组患者治疗前后分别检测血常规、凝血功能,并观察两组临床疗效。结果治疗组临床疗效明显优于对照组(P<0.05)。治疗组治疗前后血小板、凝血酶原时间改善程度优于对照组(P<0.05)。治疗组凝血功能异常转化率明显低于对照组(P<0.05)。结论辅用刺血拔罐疗法能改善风火毒证蛇咬伤患者血小板及凝血功能,提高临床疗效。 展开更多
关键词 蛇咬伤 风火毒证 季德胜蛇药片 刺血拔罐
下载PDF
民办高校与民办企业协同育人实践
3
作者 李德慧 陈宁宁 +1 位作者 李忠志 童光辉 《教育教学论坛》 2018年第9期30-31,共2页
民办教育一方面继承了民办教育多元化的产权结构,低成本的办学优势,灵活的办学模式,但由于成立时间普遍不长,缺乏积淀,在贴近社会需求上有些力不从心。另一方面,民营企业面对新常态下市场的变化和人才知识结构的更新,因此两方需要进行... 民办教育一方面继承了民办教育多元化的产权结构,低成本的办学优势,灵活的办学模式,但由于成立时间普遍不长,缺乏积淀,在贴近社会需求上有些力不从心。另一方面,民营企业面对新常态下市场的变化和人才知识结构的更新,因此两方需要进行优势互补。本文以交通工程专业为例,着重研究了民营企业与民办学校协同创新之路,并实践民办高校专业人才培养与民营企业协同创新人才的培养机制。 展开更多
关键词 民办高校 交通工程 协同育人 特色机制
下载PDF
基于混合神经网络的中文隐式情感分析 被引量:18
4
作者 赵容梅 熊熙 +2 位作者 琚生根 李中志 谢川 《四川大学学报(自然科学版)》 CAS CSCD 北大核心 2020年第2期264-270,共7页
隐式情感分析是情感计算的重要组成部分,尤其是基于深度学习的情感分析近年来成为了研究热点.本文利用卷积神经网络对文本进行特征提取,结合长短期记忆网络(LSTM)结构提取上下文信息,并且在网络中加入注意力机制,构建一种新型混合神经... 隐式情感分析是情感计算的重要组成部分,尤其是基于深度学习的情感分析近年来成为了研究热点.本文利用卷积神经网络对文本进行特征提取,结合长短期记忆网络(LSTM)结构提取上下文信息,并且在网络中加入注意力机制,构建一种新型混合神经网络模型,实现对文本隐式情感的分析.混合神经网络模型分别从单词级和句子级的层次结构中提取更有意义的句子语义和结构等隐藏特征,通过注意力机制关注情绪贡献率较大的特征.该模型在公开的隐式情感数据集上分类准确率达到了77%.隐式情感分析的研究可以更全面地提高文本情感分析效果,进一步推动文本情感分析在知识嵌入、文本表示学习、用户建模和自然语言等领域的应用. 展开更多
关键词 情感分析 深度学习 卷积神经网络 注意力机制 长短期记忆网络
下载PDF
不平衡训练数据下的基于生成对抗网络的轴承故障诊断 被引量:7
5
作者 李忠智 尹航 +1 位作者 左剑凯 刘鹤丹 《小型微型计算机系统》 CSCD 北大核心 2021年第1期46-51,共6页
近年来,随着深度学习模型及其衍生模型在故障诊断领域中的成功应用,基于深度学习的故障诊断方法开始成为研究主流.但是当训练数据不均衡时,通过深度学习从不平衡的数据中提取的故障特征是不准确的,训练得到的神经网络模型的分类结果往... 近年来,随着深度学习模型及其衍生模型在故障诊断领域中的成功应用,基于深度学习的故障诊断方法开始成为研究主流.但是当训练数据不均衡时,通过深度学习从不平衡的数据中提取的故障特征是不准确的,训练得到的神经网络模型的分类结果往往倾向多数类,极大影响了分类效果.针对这种情况,本文结合卷积神经网络设计了一种新的生成对抗网络模型(Convolutional Wasserstein Generative Adversarial Network,CWGAN).首先卷积神经网络从故障样本中提取故障特征,并将其作为对抗网络的输入,然后由解码器网络解码来自生成器的故障特征向量来生成故障样本,同时将提取的故障特征和训练过程中的故障诊断误差添加至生成器训练的损失函数中.实验表明本文提出的方法相比于基线模型(GAN-CNN)的平均F1值提高4%,较好地解决数据不平衡的分类问题. 展开更多
关键词 卷积神经网络 生成对抗网络 不平衡数据集 故障诊断
下载PDF
刺血拔罐联合蛇伤冲剂治疗蝮蛇咬伤临床观察 被引量:14
6
作者 李忠志 徐桂琴 +1 位作者 袁以洋 韩宁林 《安徽中医药大学学报》 2019年第3期51-54,共4页
目的观察刺血拔罐联合蛇伤冲剂治疗蛇咬伤患者的临床疗效。方法采用随机数字表法将60例蛇咬伤患者分为对照组和观察组各30例,对照组给予西医基础治疗,观察组在对照组基础上加用刺血拔罐和内服蛇伤冲剂,评估患肢肿胀、疼痛消失时间并检... 目的观察刺血拔罐联合蛇伤冲剂治疗蛇咬伤患者的临床疗效。方法采用随机数字表法将60例蛇咬伤患者分为对照组和观察组各30例,对照组给予西医基础治疗,观察组在对照组基础上加用刺血拔罐和内服蛇伤冲剂,评估患肢肿胀、疼痛消失时间并检测治疗前后血清超敏C反应蛋白(high-sensitive C-reactive protein,hs-CRP)、白细胞介素-6(interleukin-6,IL-6)水平。结果观察组患者治疗后肿胀、疼痛症状的改善程度优于对照组(P<0.05);与治疗前比较,两组治疗后hs-CRP、IL-6均显著降低(P<0.05)。两组治疗后hs-CRP降低值比较,差异无统计学意义(P>0.05),观察组IL-6降低值显著大于对照组(P<0.05)。结论刺血拔罐联合蛇伤冲剂内服可以改善蛇咬伤后肿胀、疼痛的症状,降低血清hs-CRP、IL-6水平。 展开更多
关键词 刺血拔罐 毒蛇咬伤 蛇伤冲剂 超敏C反应蛋白 白细胞介素-6
下载PDF
Design and preparation of polyurethane-collagen/ heparin-conjugated polycaprolactone double-layer bionic small-diameter vascular graft and its preliminary animal tests 被引量:2
7
作者 LU Guang CUI Shi-jun +5 位作者 GENG Xue YE lin CHEN Bing FENG Zeng-guo ZHANG Jian li zhong-zhi 《Chinese Medical Journal》 SCIE CAS CSCD 2013年第7期1310-1316,共7页
Background People recently realized that it is important for artificial vascular biodegradable graft to bionically mimic the functions of the native vessel. In order to overcome the high risk of thrombosis and keep th... Background People recently realized that it is important for artificial vascular biodegradable graft to bionically mimic the functions of the native vessel. In order to overcome the high risk of thrombosis and keep the patency in the clinical small-diameter vascular graft (SDVG) transplantation, a double-layer bionic scaffold, which can offer anticoagulation and mechanical strength simultaneously, was designed and fabricated via electrospinning technique. Methods Heparin-conjugated polycaprolactone (hPCL) and polyurethane (PU)-collagen type I composite was used as the inner and outer layers, respectively. The porosity and the burst pressure of SDVG were evaluated. Its biocompatibility was demonstrated by the 3-(4,5-dimethyl-2-thiazol)-2,5-diphenyl-2H tetrazolium bromide (MTT) test in vitro and subcutaneous implants in vivo respectively. The grafts of diameter 2.5 mm and length 4.0 cm were implanted to replace the femoral artery in Beagle dog model. Then, angiography was performed in the Beagle dogs to investigate the patency and aneurysm of grafts at 2, 4, and 8 weeks post-transplantation. After angiography, the patent grafts were explanted for histological analysis. Results The double-layer bionic SDVG meet the clinical mechanical demand. Its good biocompatibility was proven by cytotoxicity experiment (the cell's relative growth rates (RGR) of PU-collagen outer layer were 102.8%, 109.2% and 103.5%, while the RGR of hPCL inner layer were 99.0%, 100.0% and 98.0%, on days 1, 3, and 5, respectively) and the subdermal implants experiment in the Beagle dog. Arteriography showed that all the implanted SDVGs were patent without any aneurismal dilatation or obvious anastomotic stenosis at the 2nd, 4th, and 8th week after the operation, except one SDVG that failed at the 2nd week. Histological analysis and SEM showed that the inner layer was covered by new endothelial-like cells. Conclusion The double-layer bionic SDVG is a promising candidate as a replacement of native small-diameter vascular graft. 展开更多
关键词 small-diameter vascular graft heparin-conjugated polycaprolactone double-layer scaffold BIONIC in vivo implant
原文传递
Surgical treatment for vascular anomalies and tracheoesophageal compression 被引量:2
8
作者 BAI Song li Xiao-feng +6 位作者 liU Cai-xia PENG Yun YUAN Feng GUO Jian SONG Zhen-jiang William M. Novick li zhong-zhi 《Chinese Medical Journal》 SCIE CAS CSCD 2012年第8期1504-1507,共4页
Background Vascular rings are uncommon anomalies in which preferred strategies for diagnosis and management may vary among institutions. In this study, we reported our approach and a review of our 5-year experience. M... Background Vascular rings are uncommon anomalies in which preferred strategies for diagnosis and management may vary among institutions. In this study, we reported our approach and a review of our 5-year experience. Methods From May 2006 to April 2011, 45 children (31 boys) with vascular rings underwent surgical repair at Beijing Children's Hospital. Nineteen patients (26%) had associated heart anomalies. Results There were two hospital deaths. At follow-up, 11 patients still had intermittent respiratory symptoms, but these symptoms had no effect on growth or physical activities. No patients required reoperation. Conclusions The rates of misdiagnosis and missed diagnosis of vascular rings are higher than those of other congenital heart diseases. A high index of clinical suspicion coupled with the use of computed tomography enables early diagnosis. Surgical repair can be performed successfully, although a number of patients will have persistent symptoms. 展开更多
关键词 congenital heart defects vascular rings tracheal stenosis
原文传递
GATA4 and NKX2.5 gene analysis in Chinese Uygur patients with congenital heart disease 被引量:19
9
作者 ZHANG Wei-min li Xiao-feng +5 位作者 MA Zhong-yuan ZHANG Jing ZHOU Si-hai li Tao SHI lin li zhong-zhi 《Chinese Medical Journal》 SCIE CAS CSCD 2009年第4期416-419,共4页
Background Congenital heart disease (CHD) is the most common developmental anomaly in newborns. The germline mutations in GATA4 and NKX2.5 genes have been identified as responsible for CHD. The frequency of GATA4 an... Background Congenital heart disease (CHD) is the most common developmental anomaly in newborns. The germline mutations in GATA4 and NKX2.5 genes have been identified as responsible for CHD. The frequency of GATA4 and NKX2.5 mutations in Chinese Uygur patients with CHD and the correlation between their genotype and CHD phenotype are unknown. Methods We examined the coding region of GATA4 and NKX2,5genes in 62 Chinese Uygur patients with CHD and 117 Chinese Uygur individuals as the controls by denaturing high pedormance liquid chromatography (DHPLC) and sequencing. Results Two heterozygous missense mutations of c.1220C〉A and c.1273G〉A in GATA4 gene, which cause the amino acid residue changes of P407Q and D425N in GATA4, were found in a patient with tetralogy of Fallot and a patient with ventricular septal defect, respectively. The two patients did not have atrioventricular conduct defects or non-cardiac abnormalities. The two mutations are expected to affect the protein function. There were no reported NKX2.5 mutations in the patients. Conclusion Our results provided the primary data on CHD phenotype associated with GATA4 mutation in the Chinese Uygur population. 展开更多
关键词 GATA4 NKX2.5 congenital heart disease GENE MUTATION
原文传递
Congenital vascular rings:a rare cause of respiratory distress in infants and children 被引量:19
10
作者 MA Gui-qin li zhong-zhi +7 位作者 li Xiao-feng PENG Yun DU Zhong-dong JIN Lan-zhong WANG Fang-yun WEI Hai-yan ZHENG lin ZHANG Xin 《Chinese Medical Journal》 SCIE CAS CSCD 2007年第16期1408-1412,共5页
Background Congenital vascular rings may often cause unexplained respiratory symptoms in infants and young children. Their diagnosis and treatment are often delayed. Few studies of vascular rings have been reported in... Background Congenital vascular rings may often cause unexplained respiratory symptoms in infants and young children. Their diagnosis and treatment are often delayed. Few studies of vascular rings have been reported in China. The aim of this study was to describe the clinical presentation, diagnosis and surgical management of infants and children with congenital vascular rings. Methods Clinical histories, physical examinations, investigations, image studies and surgical interventions were retrospectively evaluated in 7 children (age range: 2 months- 4 years, mean 7 months) with congenital vascular rings. Chest radiography was performed in all patients. Echocardiography and computed tomography (CT) with 3-dimensional (3D) reconstructions were performed in 6 patients. Esophagography, cardiac catheterization and angiography, and bronchoscopy were performed in 1, 1 and 4 children, respectively. Results Six of the 7 patients had respiratory symptoms, including recurrent cough, stridor and wheeze. Age at onset of symptoms ranged from 1 month to 11 months. Chest X-ray showed nothing important on the vascular rings, besides bronchitis and pneumonia. Contrast-enhanced CT diagnosed vascular rings in 6 patients. Four patients had double aortic arches, two had balanced arches and two were right arch dominant. One patient had a right aortic arch with left ligament and 1 patient had a pulmonary artery sling. Echocardiography failed to diagnose vascular rings in 2 patients. The esophagogram of 1 patient showed esophageal compression. Bronchoscopy of 4 patients showed compression of the distal trachea. Five of the 7 patients underwent surgical division of the vascular rings. Surgical observation confirmed the CT findings in each patient. Conclusions Patients, especially infants or young children, with recurrent respiratory symptoms such as chronic cough, stridor and wheeze, should be examined for the possible presence of congenital vascular rings. Contrast-enhanced CT can clearly show the anatomy of vascular rings. As a noninvasive technique, echocardiography is helpful for diagnosis. Early surgical management in symptomatic patients is effective. 展开更多
关键词 cardiovascular abnormalities aortic arch INFANT
原文传递
Transcription factor HAND2 mutations in sporadic Chinese patients with congenital heart disease 被引量:7
11
作者 SHEN Lei li Xiao-feng +5 位作者 SHEN A-dong WANG Qiang liU Cai-xia GUO Ya-jie SONG Zhen-jiang li zhong-zhi 《Chinese Medical Journal》 SCIE CAS CSCD 2010年第13期1623-1627,共5页
Background The basic helix-loop-helix transcription factor HAND2 plays an essential role in cardiac morphogenesis. However, the prevalence of HAND2 mutations in congenial heart disease (CHD) and the correlation betw... Background The basic helix-loop-helix transcription factor HAND2 plays an essential role in cardiac morphogenesis. However, the prevalence of HAND2 mutations in congenial heart disease (CHD) and the correlation between the HAND2 genotype and CHD phenotype have not been studied extensively. Methods We amplified the exons and the flanking intron sequences of the HAND2gene in 131 patients diagnosed with congenital defects of the right ventricle, outflow tract, aortic artery or cardiac cushion and confirmed the mutations by sequencing. Results Seven mutations including three missense mutations (P11R, S36N and V83L), one isonymous mutation (H14H) and three mutations in untranslated region (241A〉G, 604C〉T and 3237T〉A) were identified in 12 out of the 131 patients. Both nonisonymous mutations are located in the transcriptional activation domain on the N-terminus. Only one mutation (S36N) was identified in 250 normal healthy controls. The distribution of 3637T〉A is the unique one which was different between the 2 groups. Conclusions HAND2 may be a potential candidate gene of stenosis of the right ventricle, outflow tract. Further study of those with a family history of HAND2 mutations will help convincingly relate their genotype to the pathogenesis of CHD. 展开更多
关键词 BHLH HAND2 congenital heart disease transcription factor MUTATION
原文传递
Association of TBX5 gene polymorphism with ventricular septal defect in the Chinese Han population 被引量:11
12
作者 liU Cai-xia SHEN A-dong +7 位作者 li Xiao-feng JIAO Wei-wei BAI Song YUAN Feng GUAN Xiao-lei ZHANG Xin-gen ZHANG Gui-rong li zhong-zhi 《Chinese Medical Journal》 SCIE CAS CSCD 2009年第1期30-34,共5页
Background Congenital heart disease is a diverse group of diseases determined by genetic and environmental factors. Considerable research has been done on genes associated with development of the heart. A recent focus... Background Congenital heart disease is a diverse group of diseases determined by genetic and environmental factors. Considerable research has been done on genes associated with development of the heart. A recent focus is the role of transcription factor TBX5 in the development of atria, left ventricle and conduction system. As part of a larger study, high density, single nucleotide polymorphism (SNP) scanning was used to explore the relationship between TBX5 gene polymorphism and susceptibility to ventricular septal defect not associated with forelimb malformation in the Chinese Han population.Methods One hundred and ninety two paediatric patients with congenital ventricular septal defect and 192 matched healthy control subjects were studied. The haplotype reconstructions were calcutated by PHASE2.0 software. Haploview software was used to perform linkage disequilibrium assessment and defining of haplotype blocks. The algorithm used for defining of blocks was the confidence interval method.Results The TBX5 gene region can be divided into 3 haplotype blocks of 27, 15 and 2 SNPs. Strong linkage disequilibrium exists within each block. SNP rs11067075 within the TBX5 gene had significant correlation with ventricular septal defect (P=0.0037) by single marker association analysis. In addition, a 20 kb haplotype composed of 27 SNPs correlated with ventricular septal defect (P=0.05, multiple loci regression analyses based on reconstructed haplotype blocks). Conclusions TBX5 is associated with the occurrence of ventricular septal defect and may be a predisposing gene to congenital heart disease in Han Chinese. This finding has set a direction for further genetic and functional studies. 展开更多
关键词 ventricular septal defect congenital heart disease TBX5 single nucleotide polymorphism HAPLOTYPE
原文传递
Association of NFATcl gene polymorphism with ventricular septal defect in the Chinese Han population 被引量:2
13
作者 SHEN Lei li zhong-zhi +5 位作者 SHEN A-dong liU Hui] BAI Song GUO Jian YUAN Feng li Xiao-feng 《Chinese Medical Journal》 SCIE CAS CSCD 2013年第1期78-81,共4页
Background Congenital heart disease (CHD) is a diverse group of diseases determined by genetic and environmental factors. Considerable research has been done on genes associated with the development of the heart. Re... Background Congenital heart disease (CHD) is a diverse group of diseases determined by genetic and environmental factors. Considerable research has been done on genes associated with the development of the heart. Recently, focus is on the role of transcription factor NFATcl in the development of proper valve and septa. As part of a larger study, high density single nucleotide polymorphism (SNP) scanning was used to explore the relationship between NFATcl gene polymorphism and susceptibility to ventricular septal defect (VSD) in the Chinese Hart population. Methods One hundred and ninety-two pediatric patients with congenital VSD and 192 matching healthy control subjects were studied. The haplotype reconstructions were calculated by PHASE2.0 software. Haploview software was used to perform linkage disequilibrium assessment and define haplotype blocks. The algorithm used for defining the blocks was the confidence interval method. Results The NFATcl gene region can be divided into 11 haplotype blocks. Strong linkage disequilibrium existed within blocks 6, 8, 9, and 11. Three SNPs (rs7240256, rs11665469, and rs754505) within the NFATcl gene had significant correlation with VSD by single marker association analysis. In addition, two haplotypes correlated with VSD. Conclusions NFATcl is associated with the occurrence of VSD and it may be a predisposing gene to CHD in Hart Chinese. This finding has set a direction for further genetic and functional studies. 展开更多
关键词 NFA Tel congenital heart disease ventricular septal defect gene polymorphism HAPLOTYPE
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部