2024
Deep learning survival model predicts outcome after intracerebral hemorrhage from initial CT scan.
Chen Y, Rivier C, Mora S, Torres Lopez V, Payabvash S, Sheth K, Harloff A, Falcone G, Rosand J, Mayerhofer E, Anderson C. Deep learning survival model predicts outcome after intracerebral hemorrhage from initial CT scan. European Stroke Journal 2024, 23969873241260154. PMID: 38880882, DOI: 10.1177/23969873241260154.Peer-Reviewed Original ResearchIntracerebral hemorrhage scoreNon-contrast CT scanIntracerebral hemorrhageCT scanFUNC scoreIntracerebral hemorrhage patientsNon-contrast CTFunctional impairmentSevere disabilityDependent living statusLong-term functional impairmentC-indexPrognostic toolFunctional outcomesTreatment decisionsAcute settingClinical implementationRehabilitation strategiesDependent livingPatientsPredicting functional impairmentLong-term care needsPlanning of patient careDeep learning modelsHemorrhage
2022
One-Year Outcome Trajectories and Factors Associated with Functional Recovery Among Survivors of Intracerebral and Intraventricular Hemorrhage With Initial Severe Disability
Shah VA, Thompson RE, Yenokyan G, Acosta JN, Avadhani R, Dlugash R, McBee N, Li Y, Hansen BM, Ullman N, Falcone G, Awad IA, Hanley DF, Ziai WC. One-Year Outcome Trajectories and Factors Associated with Functional Recovery Among Survivors of Intracerebral and Intraventricular Hemorrhage With Initial Severe Disability. JAMA Neurology 2022, 79: 856-868. PMID: 35877105, PMCID: PMC9316056, DOI: 10.1001/jamaneurol.2022.1991.Peer-Reviewed Original ResearchConceptsSevere intracerebral hemorrhagePhase 3 trialIntracerebral hemorrhageIntraventricular hemorrhagePoor functional outcomeHospital eventsBetter outcomesDay 30Functional recoveryPoor outcomeFunctional outcomeLong-term functional recoverySevere disabilityMultivariable logistic regression modelHealth Stroke ScaleAcute ischemic strokeCerebral perfusion pressureRankin Scale scoreStandard medical careIndividual patient dataOverall mean ageIntracranial pressure monitoringLogistic regression modelsIntraventricular alteplaseMISTIE III