2023
Impact of Therapeutic Interventions on Cerebral Autoregulatory Function Following Severe Traumatic Brain Injury: A Secondary Analysis of the BOOST-II Study
Prasad A, Gilmore E, Kim J, Begunova L, Olexa M, Beekman R, Falcone G, Matouk C, Ortega-Gutierrez S, Temkin N, Barber J, Diaz-Arrastia R, de Havenon A, Petersen N. Impact of Therapeutic Interventions on Cerebral Autoregulatory Function Following Severe Traumatic Brain Injury: A Secondary Analysis of the BOOST-II Study. Neurocritical Care 2023, 41: 91-99. PMID: 38158481, PMCID: PMC11285118, DOI: 10.1007/s12028-023-01896-x.Peer-Reviewed Original ResearchCerebral perfusion pressureBrain tissue hypoxiaSevere traumatic brain injuryTissue hypoxiaTraumatic brain injuryBlood pressureCerebral hypoperfusionBrain injuryAutoregulatory functionMean cerebral perfusion pressureSecondary analysisOptimal cerebral perfusion pressurePercent timeCerebral autoregulatory functionLimits of autoregulationPhase II trialArterial blood pressureBrain tissue oxygenIntracranial pressure monitoringCPP augmentationHemodynamic augmentationAutoregulatory indexII trialBP managementPerfusion pressure
2022
Cerebral Autoregulatory Function Before, During, and After Therapeutic Interventions Following Severe Traumatic Brain Injury: A Secondary Analysis of the BOOST-II Study (S21.001)
Prasad A, Kobsa J, Soto A, Bartolome D, Begunova L, Kim J, Gilmore E, Sheth K, Matouk C, De Havenon A, Diaz-Arrastia R, Petersen N. Cerebral Autoregulatory Function Before, During, and After Therapeutic Interventions Following Severe Traumatic Brain Injury: A Secondary Analysis of the BOOST-II Study (S21.001). Neurology 2022, 98 DOI: 10.1212/wnl.98.18_supplement.557.Peer-Reviewed Original Research
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