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 biologyPerihematomal Edema After Intracerebral Hemorrhage in Patients With Active Malignancy
Gusdon AM, Nyquist PA, Torres-Lopez VM, Leasure AC, Falcone GJ, Sheth KN, Sansing LH, Hanley DF, Malani R. Perihematomal Edema After Intracerebral Hemorrhage in Patients With Active Malignancy. Stroke 2019, 51: 129-136. PMID: 31744426, PMCID: PMC7048624, DOI: 10.1161/strokeaha.119.027085.Peer-Reviewed Original ResearchConceptsBlood product transfusionThirty-day mortalityIntracerebral hemorrhagePerihematomal edemaActive malignancyProduct transfusionPHE volumeICH volumeActive cancerPHE growthPlatelet transfusionsCentral nervous system involvementRecurrence of malignancyNervous system involvementNontraumatic intracerebral hemorrhageCancer-specific dataPHE expansionRecent chemotherapyChart reviewConclusions PatientsControl patientsMost patientsHematoma volumeInstitutional databaseSystem involvement