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 coefficient
2023
Integrating [18F]-Fluorodeoxyglucose Positron Emission Tomography with Computed Tomography with Radiation Therapy and Immunomodulation in Precision Therapy for Solid Tumors
Prendergast C, Lopci E, Seban R, De Jong D, Ammari S, Aneja S, Lévy A, Sajan A, Salvatore M, Cappacione K, Schwartz L, Deutsch E, Dercle L. Integrating [18F]-Fluorodeoxyglucose Positron Emission Tomography with Computed Tomography with Radiation Therapy and Immunomodulation in Precision Therapy for Solid Tumors. Cancers 2023, 15: 5179. PMID: 37958353, PMCID: PMC10648321, DOI: 10.3390/cancers15215179.Peer-Reviewed Original ResearchPET/CTRadiation therapyPositron emission tomographySolid tumorsEmission tomographyPrecision therapyCombination of RTFDG positron emission tomographyFluorodeoxyglucose positron emission tomographyDistant tumor sitesQuality of careComputed tomography (CT) imagingAdverse eventsAbscopal effectJoint guidelinesTreatment responseComputed tomographyIO administrationTumor siteTherapyTomography imagingIncremental valueTomographyTumorsCT