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- W4383671750 abstract "Glioblastoma is the most common malignant brain tumor in adults. Despite aggressive treatment, its prognosis is still poor, with a median overall survival of less than 15 months. In this study, we developed and validated a vision transformer-based model, named Riskformer, built from preoperative MRI for predicting OS in patients with newly diagnosed IDH-wildtype glioblastoma patients. Riskformer score was associated with OS as an independent prognostic factor in patients with IDH-wildtype glioblastoma. In the training dataset (hazard ratio [HR]: 5.930, 95% confidence interval [CI]: 3.933–8.942, P < 0.001), validation dataset (HR: 2.436, 95% CI: 1.334–4.447, P < 0.001) and testing dataset (HR: 4.651, 95% CI: 2.233–9.688, P < 0.001). The Riskformer score could provide independent and incremental prognostic value over existing clinical factors in OS prediction in patients with IDH-wildtype glioblastoma." @default.
- W4383671750 created "2023-07-09" @default.
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- W4383671750 date "2023-09-01" @default.
- W4383671750 modified "2023-10-10" @default.
- W4383671750 title "Riskformer: Survival prediction from MR imaging in patients with IDH-wildtype glioblastoma" @default.
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- W4383671750 doi "https://doi.org/10.1016/j.displa.2023.102493" @default.
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