精神分裂症患者的脑默认网络的条件Granger因果分析

来源 :湖南师范大学 | 被引量 : 0次 | 上传用户:wjh901223
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Since the Granger causality analysis was proposed, it has been constantly extended and widely used in engineering, signal processing and neural science and other fields. Because the Granger causality analysis has the advantages of containing the time information and without prior knowledge, it is gradually applied in the effective connectivity analysis of fMRI data in the field of effective network of the brain. Conditional Granger causality analysis can distinguish between direct causal influences from one region to another and indirect ones mediated through a third region. It makes the brain network structure more accurately. But if there are too many nodes in a brain network, it is lead to a large amount of calculation.In this paper, conditional Granger causality is used to analyze the effective connectivity of DMN of three groups:61neuroleptic-treated schizophrenia patients,22neuroleptic-naive schizophrenia patients and60healthy controls.We use the PCA based conditional Granger causality for reference, and proposed the method of using Bootstrap to test the significance of the conditional Granger causality value and using the binomial distribution test to extrapolate individual network to overall network. We put forward a completed method of constructing overall conditional Granger causality network to analyze the information transmission mechanism in the brain.In the overall network of medication patients with schizophrenia, we found Posterior Cigulate become a functional hub. In this paper, two sample T test was used to find the difference of topological properties between two networks. We found in the RMPF, healthy controls’shortest path is significant higher than schizophrenia patients. To study the association between the abnormal causal connection in the overall network and the symptoms of schizophrenia, correlation analysis was conduct between Granger causal connection and PANSS. The connection of RpH--->pCin was found correlating with many clinical symptoms. This may provide evidence for the diagnosis of schizophrenia.
其他文献
一般而言,影响学会生存和发展的主要因素有两方面.一是社会支撑条件和外部环境,如国家的法律法规、政府的重视与(挂靠单位的)支持、国家的经济形势及对科技的需求等,即学会生
文章以维吾尔族大学生的QQ和微信内容为研究文本,通过统计分析,探讨维吾尔族大学生网络交际用语的特点,尝试解释维吾尔族大学生网络交际用语特点产生的原因。
<正> 在高中第一册语文课本《廉颇蔺相如列传》一文中,有下列三句话涉及到一些历史事实。为了把这类句子注释清楚,教师在讲解时可把有关史实交代一下。一、当叙及秦王约赵王
劳动争议作为最基本的社会生产经营关系引发的纠纷,是当今社会普遍存在的社会现象。随着中国多种所有制经济实体的日益繁荣,用人单位用工日趋自主,职工与用人单位的经营关系
目的 分析银杏达莫、阿司匹林联合疗法在治疗急性脑梗死患者中的临床疗效.方法 选取 2014 年 8 月至 2016 年 8 月 98 例急性脑梗死患者,随机分组,观察组(n=49)给予银杏达莫、
顶岗支教是师范生培养方式改革的实践探索,对于这一实践需要理论层面的关照和回应。本研究运用问卷调查、访谈、内容分析等多种方法,研究了顶岗支教对师范生专业认同的影响。
<正> 公元一二○三年,废黜退居二十年的辛弃疾被起用为浙东路安抚使。这位名高望重的老将抗金意志不减当年。从救国大局出发,他一方面慎重地进行战前的准备工作,派人刺探敌人
网络成瘾已经成为一种广受关注的青少年心理健康问题。成瘾对青少年的身体心理健康发育、正常工作和学习都带来严重影响。在全世界范围内,已有很多精神疾病学者、心理学专家和
根据JJF1059-2012《测量不确定度评定与表示》技术规范要求,建立了丁二酮肟光度法测定合金钢中镍的不确定度的测量模型,分析了不确定度的最主要来源,结果表明,标准工作曲线拟
扬中地区地质条件特殊,其地下水分布情况对于基坑开挖安全影响重大,减少地下水对扬中地区基坑工程的不利影响,本文以扬中地区某工程为例,并结合长江水位监测数据,推测了扬州