Fig. 4 | Scientific Reports

Fig. 4

From: Using partially shared radiomics features to simultaneously identify isocitrate dehydrogenase mutation status and epilepsy in glioma patients from MRI images

Fig. 4

IDH mutation status and epilepsy identification results by single task (ST), multi-task (MT) and collaborative multi-task (CMT) models in different cohorts. (a–c) ROC curves for IDH mutation status identification by CMT, MT and ST models; (d–f) ROC curves for epilepsy identification by CMT, MT and ST models; (g–i) waterfall plots for the distribution of epilepsy identification in the internal test cohort, IDH mutation status identification in the internal test cohort, and IDH mutation status identification in the external test cohort by CMT models, respectively. (j–l) confusion matrix of epilepsy identification in the internal test cohort, IDH mutation status identification in the internal test cohort, and IDH mutation status identification in the external test cohort by CMT models, respectively. ROC = receiver operating characteristic; AUC = area under curve; GAE = glioma-associated epilepsy.

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