Robustness of a Deep Neural Network Epileptiform Discharge Detector to Missing Channels

Robustness of a Deep Neural Network Epileptiform Discharge Detector to Missing Channels

American Epilepsy Society Annual Meeting, Nashville · December 2022 · AES abstract 2.086

Hannah Robertson, Eric P. Hanson, Nader Bagherzadeh, Kendal Sandridge, Michelle Fogerson, Alex Arslan, Alexander M. Chan, Jay Pathmanathan, M. Brandon Westover, Jacob Donoghue, Franz Fürbass — Beacon Biosignals.

From the abstract: “IED detection is feasible using deep learning networks, can be robust to electrode loss, and a single algorithm may be capable of handling a wide variety of electrode configurations.”