Beyond Ground Truth in K-Complex Detection: A Waveform-Based SVM Classifier and the Limits of Expert Agreement
Aylin A. Vazquez Chenlo, María Cecilia González, María Laura Gorosito, Cecilia Forcato, Rodrigo Ramele
The paper introduces an SVM classifier for detecting K-complexes in EEG data, achieving performance comparable to expert scorers and highlighting discrepancies in visual scoring.
bioRxiv · Jun 1, 2026 · PreprintBioengineering