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Bayesian Inference of Seizure-related Ionic Dysregulation in Cortical Tissue

Anitha Kumari Sivathanu; M. Promince Pathrose

International Journal Bioautomation, Vol. 30 No. 2 · 2026 · Inggris · DOAJ Scopus

This work develops a Bayesian uncertainty quantification framework for personalized modeling of epileptiform seizure dynamics using a high order discontinuous Galerkin discretization of the monodomain reaction diffusion equation coupled with the Barreto-Cressman conductance based ionic model. The…