{"title":"Voxel based morphometric analysis on MR images","authors":"Muhammet Üsame Öziç, Seral Özşen, A. Ekmekci","doi":"10.1109/IDAP.2017.8090200","DOIUrl":null,"url":null,"abstract":"Examining of progress of diseases that occur in brain using numerical methods is one of the topics of neuroscience researches. One of the developing numerical methods for examinig local and global changes that occur in brain is Voxel Based Morphometry. For examining intragroup and intergroup differences via Voxel Based Morphometry is required to use some preprocessing methods together with statistical tools. In this study, Voxel Based Morphometry method have been examined using labeled Normal Control and Alzheimer Disease. Magnetic Resonanse images were taken from Open Access Series of Imaging Studies database. After examining volumetric differences as statistical that occur in the brain between two groups via Voxel Based Morphometry, it has been mapped on the template atlases.","PeriodicalId":111721,"journal":{"name":"2017 International Artificial Intelligence and Data Processing Symposium (IDAP)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 International Artificial Intelligence and Data Processing Symposium (IDAP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IDAP.2017.8090200","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Examining of progress of diseases that occur in brain using numerical methods is one of the topics of neuroscience researches. One of the developing numerical methods for examinig local and global changes that occur in brain is Voxel Based Morphometry. For examining intragroup and intergroup differences via Voxel Based Morphometry is required to use some preprocessing methods together with statistical tools. In this study, Voxel Based Morphometry method have been examined using labeled Normal Control and Alzheimer Disease. Magnetic Resonanse images were taken from Open Access Series of Imaging Studies database. After examining volumetric differences as statistical that occur in the brain between two groups via Voxel Based Morphometry, it has been mapped on the template atlases.
用数值方法研究脑内疾病的进展是神经科学研究的热点之一。基于体素的形态测量法是研究大脑局部和全局变化的一种发展中的数值方法。基于体素的形态测量法检测组内和组间差异需要使用一些预处理方法和统计工具。在这项研究中,基于体素的形态测量方法已经检查了标记正常对照和阿尔茨海默病。磁共振图像取自开放获取系列成像研究数据库。在通过基于体素的形态测量法(Voxel Based Morphometry)对两组大脑中的体积差异进行统计分析后,它被映射到模板地图集上。