Integrative Deep Learning of Genomic and Clinical Data for Predicting Treatment Response in Newly Diagnosed Epilepsy
作者
Wei Feng,Duong Nhu,Alison Anderson,Daniel Thom,Sarah Barnard,Robert Zeibich,Emma Foster,Mark Howard,Susannah T. Bellows,Rosemary Burgess,Samuel F. Berkovic,Terence J. O’Brien,Zhibin Chen,Jacqueline A. French,Patrick Kwan,Zongyuan Ge
Integrating genomic data with clinical features enhances the ability of deep learning models in predicting ASM response in newly diagnosed epilepsy. This approach may support personalized treatment selection and improve clinical outcomes.