{"title":"Texture Analysis of Brain MR Images for Age Detection","authors":"Freddy Al-Hazzouri, Farah Bazzi, Ahmad Diab","doi":"10.1109/ICABME53305.2021.9604841","DOIUrl":null,"url":null,"abstract":"This study investigates the use of textural features and texture maps in building a brain age prediction model using two publicly available datasets (IXI and OASIS), also the usage of texture maps to calculate the brain age delta and use it as a biomarker of dementia and investigate accelerated aging for demented subjects.","PeriodicalId":294393,"journal":{"name":"2021 Sixth International Conference on Advances in Biomedical Engineering (ICABME)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 Sixth International Conference on Advances in Biomedical Engineering (ICABME)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICABME53305.2021.9604841","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This study investigates the use of textural features and texture maps in building a brain age prediction model using two publicly available datasets (IXI and OASIS), also the usage of texture maps to calculate the brain age delta and use it as a biomarker of dementia and investigate accelerated aging for demented subjects.