Assessment of impact of racial demographics on bias in machine learning models for IED Detection

Assessment of impact of racial demographics on bias in machine learning models for IED Detection

International Epilepsy Congress, Dublin · September 2023 · IEC abstract 998

Eric P. Hanson, Hannah Robertson, Kendal Sandridge, Franz Fürbass, Alexander M. Chan, Dave F. Kleinschmidt, Alex Arslan, Phillip M. Alday, Jay Pathmanathan, M. Brandon Westover, Jacob Donoghue — Beacon Biosignals.

From the abstract: “Here, we found no evidence of experimental model bias favoring Caucasian subjects – but had insufficient data to assess for bias against any specific racial group.”