Capturing the state transitions of seizure-like events using Hidden Markov models. - Mirna Guirgis; Demitre Serletis; Peter L. Carlen; Berj L. Bardakjian (EMBC, 2011)

The role of delta-modulated high frequency oscillations in seizure state classification. - Mirna Guirgis; Yotin Chinvarun; Peter L. Carlen; Berj L. Bardakjian (EMBC, 2013)

Gamma (30-80Hz) bicoherence distinguishes seizures in the human epileptic brain. - Marija Cotic; Yotin Chinvarun; Mirna Guirgis; Peter L. Carlen; Berj L. Bardakjian (EMBC, 2014)

Modulated high frequency oscillations can identify regions of interest in human iEEG using hidden Markov models. - Mirna Guirgis; Yotin Chinvarun; Martin del Campo; Peter L. Carlen; Berj L. Bardakjian (NER, 2015)