Deep Learning for Survival Prediction in Glioblastoma: Time-dependent Model Interpretability Using MRI, Clinical, and Molecular Data

An interpretable multimodal deep learning model integrating MRI with clinical and molecular variables enabled survival prediction with time-dependent model interpretability in glioblastoma, with imaging-derived features providing complementary prognostic information.