A deep learning radiomics analysis for identifying sinus invasion in patients with meningioma before operation using tumor and peritumoral regions

Kai Sun, Jing Zhang, Zhenyu Liu, Qi Qiu, Han Gao, Panpan Liu, Kuntao Chen, Wei Wei, Liang Wang, Junting Zhang, Junlin Zhou, Jie Tian