Fig. 2 | Scientific Reports

Fig. 2

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

Fig. 2

Workflow of the study. Radiomics features were extracted from ROIs segmented with a pretrained model. Single-task LASSO was utilized to select task specific features for each task. Multi-task LASSO was utilized to select features shared by two tasks. Finally, task-specific and shared features were combined to develop a radiomics model for identifying IDH mutations status and glioma-associated epilepsy (GAE).

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