Identifying the neural marker of chronic sciatica using multimodal neuroimaging and machine learning analyses.

Xiaoya Wei,Liqiong Wang,Fangting Yu, Chihkai Lee,Ni Liu,Mengmeng Ren,Jianfeng Tu,Hang Zhou,Guangxia Shi,Xu Wang,Cun-Zhi Liu

Frontiers in neuroscience（2022）

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摘要

Together, our findings revealed extensive reorganization of local functional properties, surface area, and network metrics in CS patients. The success of patient identification highlights the potential of using artificial intelligence and multimodal neuroimaging markers in chronic pain research.

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关键词

ALFF,brain networks,chronic pain,chronic sciatica,cortical surface area,fMRI,support vector machines

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