European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society
Intelligent prediction of cervical instability based on MRI radiomics combined with clinical features.
Guangqi Lu, Minghui Zhuang, Jing Li, Xinyue Sun, Xiao Liu, Zhangjingze Yu, Long Liang, Mingming Ma, Yakun Liu, Jiaming Hu, Ying Cui, Jie Yu, Liguo Zhu
Published: 202510.1007/s00586-025-09559-5
Abstract
OBJECTIVE: To build machine learning models based on radiomics features from cervical MRI and clinical features to enable early and intelligent prediction of cervical instability (CI). METHODS: We included 196 subjects with CI and 112 healthy control…
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