“…The definitions and detailed descriptions can be found in previous publications ( Aerts et al, 2014 ; Ding et al, 2021 ; Zhao, Ding, et al, 2020 ; Zhao, Zheng, Che, et al, 2021 ; Zhao, Zheng, Dyrba, et al, 2022 ) and are listed in Supporting Information S02 . All features were described by Aerts and colleagues and implemented as in-house MATLAB scripts ( https://github.com/YongLiulab/ ; Y. Liu, 2022 ). A min-max method was first introduced to normalize the radiomics features among different brain regions, and the redundancy features were removed in further analysis, which was defined as those features that had a high correlation with other features ( R > 0.9), based on previous studies ( Zhao, Zheng, Che, et al, 2021 ; Zhao, Zheng, Dyrba, et al, 2022 ).…”