Riskformer: Survival prediction from MR imaging in patients with IDH-wildtype glioblastoma

•Deep learning-based features can provide additional information beyond the scope of human visual perception.•We developed and validated a vision transformer-based model, named Riskformer, from preoperative MRI.•Riskformer score could provide independent and incremental prognostic value over existing clinical factors in OS prediction.