The RF model showed a trend for better performance in both the training (AUC = 0.77, 95% CI 0.66–0.88) and validation cohort (AUC = 0.71, 95% CI 0.51–0.91).
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Multiparametric radiomic tissue signature and machine learning for distinguishing radiation necrosis from tumor progression after stereotactic radiosurgery.
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