Radiomics features from 3D-MPRAGE imaging can differentiate temporal-plus epilepsy from temporal lobe epilepsy.

Fangzhao Yin,Xiaoming Yan,Runshi Gao,Zhiwei Ren,Tao Yu,Zhuoling Zhao,Guojun Zhang

Epileptic disorders : international epilepsy journal with videotape（2023）

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摘要

Radiomics analysis can differentiate TPE from TLE. The logistic regression classifier trained with radiomics features extracted from 3D-MPRAGE images had the highest accuracy and best performance.

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关键词

machine learning, MPRAGE, MRI-negative, radiomics, temporal-plus epilepsy

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