2021
Assessing the utility of low resolution brain imaging: treatment of infant hydrocephalus
Harper JR, Cherukuri V, O’Reilly T, Yu M, Mbabazi-Kabachelor E, Mulando R, Sheth KN, Webb AG, Warf BC, Kulkarni AV, Monga V, Schiff SJ. Assessing the utility of low resolution brain imaging: treatment of infant hydrocephalus. NeuroImage Clinical 2021, 32: 102896. PMID: 34911199, PMCID: PMC8646178, DOI: 10.1016/j.nicl.2021.102896.Peer-Reviewed Original ResearchMeSH KeywordsAlgorithmsBrainChildDeep LearningHumansHydrocephalusImage Processing, Computer-AssistedRadiographic Image Interpretation, Computer-AssistedTomography, X-Ray ComputedConceptsDeep learning enhancementLow-quality imagesDeep learningQuality imagesDeep learning algorithmsEnhanced imageRole of machineLearning enhancementImage qualityLearning algorithmAcceptable image qualityReconstruction errorImage resolutionImagesAlgorithmCT imagesLearningCT counterpartsNoise ratioTreatment planningPlanningNew standardStructural errorsExperienced pediatric neurosurgeonsMachine
2010
The dynamics of brain and cerebrospinal fluid growth in normal versus hydrocephalic mice.
Mandell J, Neuberger T, Drapaca C, Webb A, Schiff S. The dynamics of brain and cerebrospinal fluid growth in normal versus hydrocephalic mice. Journal Of Neurosurgery Pediatrics 2010, 6: 1-10. PMID: 20593980, DOI: 10.3171/2010.4.peds1014.Peer-Reviewed Original ResearchMeSH KeywordsAge FactorsAlgorithmsAnimalsAnimals, NewbornBrainCephalometryCerebral AqueductCerebral VentriclesDisease Models, AnimalFourier AnalysisFrontal LobeHydrocephalusImage Processing, Computer-AssistedImaging, Three-DimensionalIntracranial PressureLateral VentriclesMagnetic Resonance ImagingMathematical ComputingMiceMice, Inbred C57BLOccipital LobeOrgan SizeReference ValuesConceptsHydrocephalic miceBrain volumeClinical outcomesBrain growthVentricle volumeDynamics of brainCortical mantle thicknessPatterns of hydrocephalusOccipital horn ratioAccumulation of CSFTransmantle pressure gradientGrowth of brainVentricular ruptureParenchymal edemaVentricular sizeC57BL/6 miceTotal brainPercutaneous injectionAdjunct useHead circumferenceNormal miceCisterna magnaCSF volumeCognitive functionSerial quantification
2000
Brain chirps: spectrographic signatures of epileptic seizures
Schiff S, Colella D, Jacyna G, Hughes E, Creekmore J, Marshall A, Bozek-Kuzmicki M, Benke G, Gaillard W, Conry J, Weinstein S. Brain chirps: spectrographic signatures of epileptic seizures. Clinical Neurophysiology 2000, 111: 953-958. PMID: 10825700, DOI: 10.1016/s1388-2457(00)00259-5.Peer-Reviewed Original ResearchMeSH KeywordsBrainElectroencephalographyEpilepsyFeasibility StudiesHippocampusHumansImage Processing, Computer-AssistedNeocortexSeizures