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 biologyIntensive Blood Pressure Reduction and Perihematomal Edema Expansion in Deep Intracerebral Hemorrhage
Leasure AC, Qureshi AI, Murthy SB, Kamel H, Goldstein JN, Walsh KB, Woo D, Shi FD, Huttner HB, Ziai WC, Hanley DF, Matouk CC, Sansing LH, Falcone GJ, Sheth KN. Intensive Blood Pressure Reduction and Perihematomal Edema Expansion in Deep Intracerebral Hemorrhage. Stroke 2019, 50: 2016-2022. PMID: 31272326, PMCID: PMC6646091, DOI: 10.1161/strokeaha.119.024838.Peer-Reviewed Original ResearchConceptsDeep intracerebral hemorrhageIntensive BP reductionBasal ganglia intracerebral hemorrhageBlood pressure reductionIntracerebral hemorrhageBP reductionPoor outcomeATACH-2Intensive Blood Pressure ReductionPressure reductionPerihematomal edema expansionSecondary brain injurySupratentorial intracerebral hemorrhagePerihematomal edema volumeSpontaneous intracerebral hemorrhageRelevant end pointsDeep locationBaseline characteristicsEdema volumeBasal gangliaBrain injuryClinical trialsTomography scanEdema expansionTreatment groups