2021
Deep learning–assisted differentiation of pathologically proven atypical and typical hepatocellular carcinoma (HCC) versus non-HCC on contrast-enhanced MRI of the liver
Oestmann PM, Wang CJ, Savic LJ, Hamm CA, Stark S, Schobert I, Gebauer B, Schlachter T, Lin M, Weinreb JC, Batra R, Mulligan D, Zhang X, Duncan JS, Chapiro J. Deep learning–assisted differentiation of pathologically proven atypical and typical hepatocellular carcinoma (HCC) versus non-HCC on contrast-enhanced MRI of the liver. European Radiology 2021, 31: 4981-4990. PMID: 33409782, PMCID: PMC8222094, DOI: 10.1007/s00330-020-07559-1.Peer-Reviewed Original ResearchConceptsNon-HCC lesionsHepatocellular carcinomaHCC lesionsAtypical imagingGrading systemLI-RADS criteriaAtypical imaging featuresPrimary liver cancerTypical hepatocellular carcinomaAtypical hepatocellular carcinomaContrast-enhanced MRISensitivity/specificityLiver transplantMethodsThis IRBRetrospective studyLiver malignanciesImaging featuresLiver cancerAtypical featuresConclusionThis studyLesionsMRIClinical applicationCarcinomaImage-based diagnosis
2012
Intraprocedural C-Arm Dual-Phase Cone-Beam CT: Can It Be Used to Predict Short-term Response to TACE with Drug-eluting Beads in Patients with Hepatocellular Carcinoma?
Loffroy R, Lin M, Yenokyan G, Rao PP, Bhagat N, Noordhoek N, Radaelli A, Blijd J, Liapi E, Geschwind JF. Intraprocedural C-Arm Dual-Phase Cone-Beam CT: Can It Be Used to Predict Short-term Response to TACE with Drug-eluting Beads in Patients with Hepatocellular Carcinoma? Radiology 2012, 266: 636-648. PMID: 23143027, PMCID: PMC3558876, DOI: 10.1148/radiol.12112316.Peer-Reviewed Original ResearchMeSH KeywordsAnimalsArea Under CurveCarcinoma, HepatocellularChemoembolization, TherapeuticCone-Beam Computed TomographyDoxorubicinFemaleHumansLeast-Squares AnalysisLiver NeoplasmsMagnetic Resonance ImagingMaleMiddle AgedPredictive Value of TestsProspective StudiesRadiation DosageROC CurveSwineTreatment OutcomeConceptsDual-phase cone-beam CTTranscatheter arterial chemoembolizationPartial tumor responseDrug-eluting beadsTumor responseTumor enhancementCone-beam CT scansHepatocellular carcinomaLogistic regression modelsCone-beam CTVenous phaseCT scanMR findingsMultivariate logistic regression modelMR imagingHCC tumor responseRadiation doseDoxorubicin-eluting beadsMagnetic resonance imagingInstitutional review boardArterial chemoembolizationLiver (EASL) guidelinesRegression modelsProspective studyHCC lesions
2011
Comparing the Detectability of Hepatocellular Carcinoma by C-Arm Dual-Phase Cone-Beam Computed Tomography During Hepatic Arteriography With Conventional Contrast-Enhanced Magnetic Resonance Imaging
Loffroy R, Lin M, Rao P, Bhagat N, Noordhoek N, Radaelli A, Blijd J, Geschwind J. Comparing the Detectability of Hepatocellular Carcinoma by C-Arm Dual-Phase Cone-Beam Computed Tomography During Hepatic Arteriography With Conventional Contrast-Enhanced Magnetic Resonance Imaging. CardioVascular And Interventional Radiology 2011, 35: 97-104. PMID: 21328023, DOI: 10.1007/s00270-011-0118-x.Peer-Reviewed Original ResearchConceptsHCC lesionsMagnetic resonance imagingHepatocellular carcinomaHepatic arteriographyVenous phaseArterial phaseDrug-Eluting Beads Transarterial ChemoembolizationCE-MRIResonance imagingContrast-enhanced magnetic resonance imagingGold standardResultsSeventy-sevenTransarterial chemoembolizationHCC nodulesTerms of conspicuitySufficient image qualityTumorsDiagnostic imagingLesionsArteriographyCE-MR imagesCarcinomaLiverTomographyImaging