2021
The Significance of LRDA With Bilateral Involvement Compared With GRDA on EEG in Critically Ill Patients
Fong M, Jadav R, Alzawahmah M, Hussein O, Gilmore E, Hirsch L. The Significance of LRDA With Bilateral Involvement Compared With GRDA on EEG in Critically Ill Patients. Journal Of Clinical Neurophysiology 2021, 40: 434-442. PMID: 37399042, DOI: 10.1097/wnp.0000000000000897.Peer-Reviewed Original ResearchConceptsLateralized rhythmic delta activityGroup of patientsRhythmic delta activityFocal abnormalitiesDelta activitySporadic epileptiform dischargesCritically Ill PatientsFocal electrographic seizuresComputed tomography scanClear etiologyIschemic strokeBilateral involvementIll patientsMetabolic encephalopathiesElectrographic seizuresImaging findingsFocal slowingCortical excitabilitySubdural hemorrhageTomography scanEpileptiform dischargesPatientsControl groupSeizuresContinuous EEG
2019
Comparison of machine learning models for seizure prediction in hospitalized patients
Struck AF, Rodriguez‐Ruiz A, Osman G, Gilmore EJ, Haider HA, Dhakar MB, Schrettner M, Lee JW, Gaspard N, Hirsch LJ, Westover MB, Consortium C. Comparison of machine learning models for seizure prediction in hospitalized patients. Annals Of Clinical And Translational Neurology 2019, 6: 1239-1247. PMID: 31353866, PMCID: PMC6649418, DOI: 10.1002/acn3.50817.Peer-Reviewed Original ResearchConceptsLow-risk patientsNegative predictive valueEvaluation cohortContinuous EEGElastic net logistic regressionMulticenter databaseRisk stratificationSeizure riskPatientsPredictive valueComparable AUCSecondary analysisLogistic regressionCohortFirst hourSeizure predictionEEG recordingsEEGRisk calibrationLarge proportionSeizuresComplex neural networks
2018
F80. Seizures and hyperexcitable EEG patterns in spontaneous deep intraparenchymal hemorrhage
Sheikh Z, Stretz C, Maciel C, Dhakar M, Hirsch L, Gilmore E. F80. Seizures and hyperexcitable EEG patterns in spontaneous deep intraparenchymal hemorrhage. Clinical Neurophysiology 2018, 129: e96-e97. DOI: 10.1016/j.clinph.2018.04.243.Peer-Reviewed Original ResearchDeep intraparenchymal hemorrhageAnti-seizure drugsDecompressive hemicraniectomyIntraparenchymal hemorrhageThalamic involvementHematoma volumeContinuous EEGClinical seizuresSedative infusionsSurgical interventionInsular involvementPrior historyHigh riskMean hematoma volumeIncidence of seizuresRisk of seizuresRhythmic delta activitySpike-wave dischargesHigher hematoma volumeRetrospective reviewElectrographic seizuresSubdural hemorrhageHead CTHigh incidencePatients