Interpretable EEG Biomarkers for Neurological Disease Models in Mice Using Bag-of-Waves Classifiers
Maria Isabel Cano Achuri, Montana Kay Lara, Khalil Abed Rabbo, Benjamin T Wilson, Austin Meek, J. Matthew Mahoney, Amanda E. Hernan, Austin J. Brockmeier
The paper uses bag-of-waves classifiers to predict epilepsy genotypes in mice from EEG data, achieving high accuracy and specificity.
Journal of Neural Engineering · Mar 4, 2026Peer-reviewedNeuroscience