Texture Analysis of Brain MR Images for Age Detection

被引：0
|
作者：
Al-Hazzouri, Freddy [1 ]
Bazzi, Farah [2 ]
Diab, Ahmad [3 ]
机构：
[1] Lebanese Univ, Branch 1, Fac Engn, Tripoli, Lebanon
[2] Lebanese Univ, Doctoral Sch Sci & Technol, Hadath, Lebanon
[3] Lebanese Univ, Fac Publ Hlth, Hadath, Lebanon
来源：
2021 SIXTH INTERNATIONAL CONFERENCE ON ADVANCES IN BIOMEDICAL ENGINEERING (ICABME) | 2021年
关键词：
MRI; Texture Analysis; image processing; regression; Brain aging; neurodegenerative diseases;
D O I：
10.1109/ICABME53305.2021.9604841
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
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.
引用
收藏
页码：99 / 102
页数：4
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