Shrey Somani

Pre-Ictal iEEG Classification in Canines Using XGBoost: A Validated Computational Pipeline with Translational Implications for Non-Invasive Seizure Prediction

Canine epilepsy is shown to impact an estimated 0.6-5.7% of domestic dog populations worldwide, with approximately 25-33% of affected animals undergoing drug resistance despite consistent epileptic medication (1). Current wearable devices are limited to post-onset seizure detection and cannot predict seizures before th...