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

页码：99 / 102

页数：4

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