Predicting Overall Survival Time in Glioblastoma Patients Using Gradient Boosting Machines Algorithm and Recursive Feature Elimination Technique - Karami, Golestan; Giuseppe Orlando, Marco; Delli Pizzi, Andrea; Caulo, Massimo; Del Gratta, Cosimo (Cancers, 2021)
Keywords: Accuracy; Algorithms; Angiogenesis; Anisotropy; Biomarkers; Biopsy; Brain cancer; Classification; Feature selection; Glioblastoma; Glioblastoma multiforme; Histology; Image processing; Learning algorithms; Machine learning; Magnetic resonance imaging; Medical prognosis; Mortality; Neural networks; Patients; Perfusion; Segmentation; Support vector machines; Surgery; Survival; Tumors; GBM; gradient boosting; recursive feature elimination; random forest; survival time