MGMT and glioblastoma: Inspired by this, the present study was the first to use a deep learning approach to extract the T1WI and CE-T1WI features of intratumoral and peritumoral lesions in patients with glioblastoma and to develop the prediction model for assessing the MGMT promoter methylation status using Transformer algorithm.