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Development of an Out-of-Hospital ECG-Based Diagnostic Biomarker to Distinguish Epileptic vs. Functional/Dissociative Seizures

This innovation presents a machine learning-based diagnostic tool that uses an electrocardiogram (ECG) signal to accurately distinguish between convulsive epileptic seizures and functional/dissociative seizures. Background: Diagnosing epileptic seizures (ES) versus functional/dissociative seizures (FDS) is complex and traditionally depends on long-term...
Published: 6/24/2026   |   Inventor(s): David Auerbach, Justin Ryan, Kyle Wagner
Keywords(s): biomarkers, epilepsy, seizures, Technologies
Category(s): Campus > Upstate Medical University, Technology Classifications > Diagnostics

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