Article

Interpretable EEG biomarkers for neurological disease models in mice using bag-of-waves classifiers

2025-08-20

Abstract excerpt

Electroencephalograms (EEGs) are time-series records of the electrical potential from collective neural activity in the brain. EEG waveform patterns—rhythmic and irregular oscillations and transient patterns of sharp waves or spikes—are potential phenotypical biomarkers, reflecting genotype-specific neural activity. This is especially relevant to diagnosing epilepsy without direct seizure observations, which is co...

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Literature Corpus work: f2e99ee5-e9b6-5a8e-a537-e6cc82224135
DOI: 10.1101/2025.08.14.670397

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