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
2023
Emergent external ventricular drain placement in patients with factor Xa inhibitor-associated intracerebral hemorrhage after reversal with andexanet alfa
Ammar A, Elsamadicy A, Ammar M, Reeves B, Koo A, Falcone G, Hwang D, Petersen N, Kim J, Beekman R, Prust M, Magid-Bernstein J, Acosta J, Herbert R, Sheth K, Matouk C, Gilmore E. Emergent external ventricular drain placement in patients with factor Xa inhibitor-associated intracerebral hemorrhage after reversal with andexanet alfa. Clinical Neurology And Neurosurgery 2023, 226: 107621. PMID: 36791588, DOI: 10.1016/j.clineuro.2023.107621.Peer-Reviewed Original ResearchConceptsAndexanet alfaExtra-axial hemorrhageEVD placementThrombotic eventsNew hemorrhagePrimary safety outcomeExternal ventricular drain placementLarge prospective studiesIntensive care unitIntracerebral hemorrhage patientsVentricular drain placementBolus patientsHospital lengthHospital LOSICU LOSTract hemorrhageRankin scoreSecondary outcomesAdult patientsBolus groupPrimary outcomeCare unitIntracerebral hemorrhageLong administration timeHemorrhage patients
2021
Admission Hemoglobin Levels Are Associated With Functional Outcome in Spontaneous Intracerebral Hemorrhage
Acosta JN, Leasure AC, Kuohn LR, Both CP, Petersen NH, Sansing LH, Matouk CC, Testai F, Langefeld CD, Woo D, Kamel H, Murthy SB, Qureshi A, Mayer SA, Sheth KN, Falcone GJ. Admission Hemoglobin Levels Are Associated With Functional Outcome in Spontaneous Intracerebral Hemorrhage. Critical Care Medicine 2021, 49: 828-837. PMID: 33591003, PMCID: PMC8611893, DOI: 10.1097/ccm.0000000000004891.Peer-Reviewed Original ResearchConceptsAdmission hemoglobin levelsHemoglobin levelsNontraumatic intracerebral hemorrhageIntracerebral hemorrhageHematoma volumePoor outcomeHematoma expansionIntracerebral hemorrhage patientsPredictors of outcomeSpontaneous intracerebral hemorrhageIndividual patient dataHigher hemoglobin levelsAdmission hematoma volumeExposure of interestDose-response analysisAdmission hemoglobinRankin ScalePrimary outcomeHemorrhage patientsFunctional outcomeRepeat CTClinical trialsObservational studyHemorrhage sizeBetter outcomes
2020
Ultra‐Early Blood Pressure Reduction Attenuates Hematoma Growth and Improves Outcome in Intracerebral Hemorrhage
Li Q, Warren AD, Qureshi AI, Morotti A, Falcone GJ, Sheth KN, Shoamanesh A, Dowlatshahi D, Viswanathan A, Goldstein JN. Ultra‐Early Blood Pressure Reduction Attenuates Hematoma Growth and Improves Outcome in Intracerebral Hemorrhage. Annals Of Neurology 2020, 88: 388-395. PMID: 32453453, PMCID: PMC8697414, DOI: 10.1002/ana.25793.Peer-Reviewed Original ResearchConceptsBlood pressure reductionBlood pressure treatmentOnset of symptomsIntensive Blood Pressure ReductionIntensive blood pressure treatmentHematoma growthNicardipine treatmentPressure reductionBetter outcomesModified Rankin scale score distributionRankin Scale score distributionStandard blood pressure treatmentElevated blood pressureStandard treatment groupSubgroup of patientsIntracerebral hemorrhage patientsPost-hoc exploratory analysisAnn NeurolAntihypertensive treatmentIntravenous nicardipineScale score distributionBlood pressureIntracerebral hemorrhageMultivariable analysisDecreased risk
2019
Deep Learning for Automated Measurement of Hemorrhage and Perihematomal Edema in Supratentorial Intracerebral Hemorrhage
Dhar R, Falcone GJ, Chen Y, Hamzehloo A, Kirsch EP, Noche RB, Roth K, Acosta J, Ruiz A, Phuah CL, Woo D, Gill TM, Sheth KN, Lee JM. Deep Learning for Automated Measurement of Hemorrhage and Perihematomal Edema in Supratentorial Intracerebral Hemorrhage. Stroke 2019, 51: 648-651. PMID: 31805845, PMCID: PMC6993878, DOI: 10.1161/strokeaha.119.027657.Peer-Reviewed Original ResearchConceptsSupratentorial intracerebral hemorrhagePerihematomal edemaIntracerebral hemorrhagePHE volumeResults Two hundred twentyIntracerebral Hemorrhage (ERICH) studyMechanism of injuryIntracerebral hemorrhage patientsSpontaneous intracerebral hemorrhageLarge cohort studyComputed tomography scanSecondary outcomesCohort studyPrimary outcomeHemorrhage patientsSecondary injuryTomography scanHundred twentyMedian volumeLarge cohortHemorrhagePatientsQuantification of hemorrhageFirst cohortDisease biology
2015
Rate of Contrast Extravasation on Computed Tomographic Angiography Predicts Hematoma Expansion and Mortality in Primary Intracerebral Hemorrhage
Brouwers HB, Battey TW, Musial HH, Ciura VA, Falcone GJ, Ayres AM, Vashkevich A, Schwab K, Viswanathan A, Anderson CD, Greenberg SM, Pomerantz SR, Ortiz CJ, Goldstein JN, Gonzalez RG, Rosand J, Romero JM. Rate of Contrast Extravasation on Computed Tomographic Angiography Predicts Hematoma Expansion and Mortality in Primary Intracerebral Hemorrhage. Stroke 2015, 46: 2498-2503. PMID: 26243220, PMCID: PMC4550492, DOI: 10.1161/strokeaha.115.009659.Peer-Reviewed Original ResearchConceptsPrimary intracerebral hemorrhageHematoma expansionContrast extravasationIntracerebral hemorrhageSpot signExtravasation rateTomographic angiographyConsecutive intracerebral hemorrhage patientsML/minContrast extravasation rateAcute intracerebral hemorrhageIntracerebral hemorrhage patientsMultivariable logistic regressionRate of bleedingIntracerebral hemorrhage volumeSpot sign presenceHospital mortalityMultivariable analysisHemorrhage patientsPostcontrast CTHemorrhage volumeSemiautomated softwareMortalityLogistic regressionHemorrhage