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
2013
Warfarin and Statins are Associated with Hematoma Volume in Primary Infratentorial Intracerebral Hemorrhage
Falcone GJ, Brouwers HB, Biffi A, Anderson CD, Battey TW, Ayres AM, Vashkevich A, Schwab KM, Rost NS, Goldstein JN, Viswanathan A, Greenberg SM, Rosand J. Warfarin and Statins are Associated with Hematoma Volume in Primary Infratentorial Intracerebral Hemorrhage. Neurocritical Care 2013, 21: 192-199. PMID: 23839705, PMCID: PMC4107188, DOI: 10.1007/s12028-013-9839-9.Peer-Reviewed Original ResearchConceptsInfratentorial intracerebral hemorrhageIntracerebral hemorrhageICH volumeSurgical evacuationHematoma volumeBrainstem ICHSingle-center studySupratentorial intracerebral hemorrhageWarfarin treatmentStatin treatmentEmergency departmentICH casesRetrospective analysisCT scanLogistic regressionWarfarinICH subjectsLimited dataHemorrhageStatinsFurther studiesComputer-assisted methodTreatmentInverse relationLinear regression