Fig. 2

The schematic illustration of our clinical decision-supporting system. Our clinical decision-supporting system is comprised of three multi-channel CNN models, which predict the outcome of respective AED: vigabatrin, prednisolone, and clobazam. a The comprehensive overview of our clinical decision-supporting system. b The processes of pediatric epilepsy patient data collection and construction of the datasets, generation of an embedding matrix using an interpretation report of EEG, and architecture of our CNN models in the clinical decision-supporting system