Epilepsia
Development and validation of clinico-imaging machine learning and deep learning models to predict responses to initial antiseizure medications in epilepsy.
Mohammad-Reza Nazem-Zadeh, Richard Shek-Kwan Chang, Sarah Barnard, Heath R Pardoe, Ruben Kuzniecky, Debabrata Mishra, Hadi Kamkar, Duong Nhu, Deval Metha, Daniel Thom, Zhibin Chen, Zongyuan Ge, Terence J O'Brien, Ben Sinclair, Jacqueline French
Published: 202510.1111/epi.18668
Abstract
OBJECTIVE: Antiseizure medications (ASMs) are the first-line treatment for epilepsy, yet they are ineffective in controlling seizures in about 40% of patients with unpredictable individual response to treatment. This study aimed to develop and valida…
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