2024
A Hybrid Transformer-Convolutional Neural Network for Segmentation of Intracerebral Hemorrhage and Perihematomal Edema on Non-Contrast Head Computed Tomography (CT) with Uncertainty Quantification to Improve Confidence
Tran A, Desser D, Zeevi T, Abou Karam G, Dierksen F, Dell’Orco A, Kniep H, Hanning U, Fiehler J, Zietz J, Sanelli P, Malhotra A, Duncan J, Aneja S, Falcone G, Qureshi A, Sheth K, Nawabi J, Payabvash S. A Hybrid Transformer-Convolutional Neural Network for Segmentation of Intracerebral Hemorrhage and Perihematomal Edema on Non-Contrast Head Computed Tomography (CT) with Uncertainty Quantification to Improve Confidence. Bioengineering 2024, 11: 1274. DOI: 10.3390/bioengineering11121274.Peer-Reviewed Original ResearchNon-contrast head computed tomographyPerihematomal edemaHead computed tomographyIntracerebral hemorrhageComputed tomographyVolume similarityUniversity Medical Center Hamburg-EppendorfSecondary brain injuryYale cohortInfratentorial locationMulticentre trialCT scanTreatment planningNon-contrastHamburg-EppendorfImaging markersHemorrhagic strokeHemorrhageEdemaCohortBrain injuryDice coefficientDeep 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, PMCID: PMC11569453, 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