用于年龄检测的脑磁共振图像纹理分析

2021 Sixth International Conference on Advances in Biomedical Engineering (ICABME) Pub Date : 2021-10-07 DOI:10.1109/ICABME53305.2021.9604841

Freddy Al-Hazzouri, Farah Bazzi, Ahmad Diab

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引用次数: 0

摘要

本研究使用两个公开可用的数据集(IXI和OASIS)，研究了纹理特征和纹理图在构建脑年龄预测模型中的使用，以及使用纹理图计算脑年龄delta并将其用作痴呆的生物标志物，并研究痴呆受试者的加速衰老。

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Texture Analysis of Brain MR Images for Age Detection

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.

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来源期刊

2021 Sixth International Conference on Advances in Biomedical Engineering (ICABME)

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