Scientific Reports · 2017 · 152 citations · 35 references
MedicineNeurologyNeuroscienceClinical NeuroscienceEpilepsyEpileptologyElectroencephalogram AnalysisElectroencephalographyElectroencephalography In EpilepsyEpilepsy ClassificationEpilepsy SurgerySeizure ClassificationElectroencephalography BiomarkersElectroencephalography-based Seizure ClassificationPositive Predictive ValuePostoperative Seizure FreedomPostoperative Seizure OutcomeSeizure Outcome AssessmentSeizure PredictionSeizures
High frequency oscillations (HFOs) are recognized as biomarkers for epileptogenic brain tissue. A remaining challenge for epilepsy surgery is the prospective classification of tissue sampled by individual electrode contacts. We analysed long-term invasive recordings of 20 consecutive patients who subsequently underwent epilepsy surgery. HFOs were defined prospectively by a previously validated, automated algorithm in the ripple (80-250 Hz) and the fast ripple (FR, 250-500 Hz) frequency band. Contacts with the highest rate of ripples co-occurring with FR over several five-minute time intervals designated the HFO area. The HFO area was fully included in the resected area in all 13 patients who achieved seizure freedom (specificity 100%) and in 3 patients where seizures reoccurred (negative predictive value 81%). The HFO area was only partially resected in 4 patients suffering from recurrent seizures (positive predictive value 100%, sensitivity 57%). Thus, the resection of the prospectively defined HFO area proved to be highly specific and reproducible in 13/13 patients with seizure freedom, while it may have improved the outcome in 4/7 patients with recurrent seizures. We thus validated the clinical relevance of the HFO area in the individual patient with an automated procedure. This is a prerequisite before HFOs can guide surgical treatment in multicentre studies.
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Permutation Methods: A Basis for Exact Inference
Michael D. Ernst · Statistical Science · 2004 · 800 citations · Full text
High-frequency oscillations in human brain
Anatol Bragin, Jerome Engel, Charles L. Wilson et al. · Hippocampus · 1999 · 742 citations
High‐frequency electroencephalographic oscillations correlate with outcome of epilepsy surgery
Julia Jacobs, Maeike Zijlmans, Rina Zelmann et al. · Annals of Neurology · 2009 · 680 citations · Full text
Medicine, Neurology, Neuroscience +17