2021
Lipiodol Deposition and Washout in Primary and Metastatic Liver Tumors After Chemoembolization
Nezami N, VAN Breugel JMM, Konstantinidis M, Chapiro J, Savic LJ, Miszczuk MA, Rexha I, Lin M, Hong K, Georgiades C. Lipiodol Deposition and Washout in Primary and Metastatic Liver Tumors After Chemoembolization. In Vivo 2021, 35: 3261-3270. PMID: 34697157, PMCID: PMC8627740, DOI: 10.21873/invivo.12621.Peer-Reviewed Original ResearchConceptsConventional trans-arterial chemoembolizationTrans-arterial chemoembolizationNeuroendocrine tumorsColorectal carcinomaIntrahepatic cholangiocarcinomaLipiodol depositionWashout rateContrast-enhanced magnetic resonanceMetastatic liver tumorsColorectal carcinoma tumorsLiver metastasesHepatic metastasesTumor responseTarget lesionsRetrospective analysisLiver tumorsSmall tumorsChemoembolizationCarcinoma tumorsTumorsExponential washoutCarcinomaTomography imagingWashoutCholangiocarcinomaDeep 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
2018
Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma.
Abajian A, Murali N, Savic LJ, Laage-Gaupp FM, Nezami N, Duncan JS, Schlachter T, Lin M, Geschwind JF, Chapiro J. Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma. Journal Of Visualized Experiments 2018 PMID: 30371657, PMCID: PMC6235502, DOI: 10.3791/58382.Peer-Reviewed Original ResearchConceptsIntra-arterial therapyN patientsHepatocellular carcinomaTrans-arterial therapiesIntra-arterial treatmentCohort of patientsStandard of careLikelihood of responseClinical research questionsSurgical resectionNew patientsTreatment responseUnivariate associationsPatientsTraining patientsInterventional radiologyTherapyCarcinomaTreatmentImage-guided therapyOutcomesFinal modelImaging dataResectionResponse
2017
The impact of antiangiogenic therapy combined with Transarterial Chemoembolization on enhancement based quantitative tumor response assessment in patients with hepatocellular carcinoma
Smolka S, Chapiro J, Manzano W, Treilhard J, Reiner E, Deng Y, Zhao Y, Hamm B, Duncan JS, Gebauer B, Lin M, Geschwind JF. The impact of antiangiogenic therapy combined with Transarterial Chemoembolization on enhancement based quantitative tumor response assessment in patients with hepatocellular carcinoma. Clinical Imaging 2017, 46: 1-7. PMID: 28668723, PMCID: PMC5720941, DOI: 10.1016/j.clinimag.2017.05.007.Peer-Reviewed Original ResearchConceptsEarly response assessmentTransarterial chemoembolizationImaging-based criteriaResponse assessmentHepatocellular carcinomaTumor response assessmentAnti-angiogenic therapyQuantitative European AssociationTherapy armOverall survivalLiver criteriaAntiangiogenic therapyTreatment groupsPatientsSimilar associationEuropean AssociationBevacizumabChemoembolizationCarcinomaTherapyAssociationAssessmentFollowCriteriaBaseline
2016
4:12 PMAbstract No. 77 Does lesion enhancement pattern correlate between baseline MR and follow-up CT in patients with hepatocellular carcinoma (HCC) treated using conventional transarterial chemoembolization (cTACE)? A quantitative, multi-modality analysis
Treilhard J, Smolka S, Manzano W, Chapiro J, Gebauer B, Geschwind J, Duncan J, Lin M. 4:12 PMAbstract No. 77 Does lesion enhancement pattern correlate between baseline MR and follow-up CT in patients with hepatocellular carcinoma (HCC) treated using conventional transarterial chemoembolization (cTACE)? A quantitative, multi-modality analysis. Journal Of Vascular And Interventional Radiology 2016, 27: s39. DOI: 10.1016/j.jvir.2015.12.110.Peer-Reviewed Original Research
2013
Dual-phase Cone-beam Computed Tomography to See, Reach, and Treat Hepatocellular Carcinoma during Drug-eluting Beads Transarterial Chemo-embolization
Tacher V, Lin M, Bhagat N, Jaoudeh N, Radaelli A, Noordhoek N, Carelsen B, Wood B, Geschwind J. Dual-phase Cone-beam Computed Tomography to See, Reach, and Treat Hepatocellular Carcinoma during Drug-eluting Beads Transarterial Chemo-embolization. Journal Of Visualized Experiments 2013, 50795. PMID: 24326874, PMCID: PMC3910428, DOI: 10.3791/50795.Peer-Reviewed Original ResearchConceptsHepatocellular carcinomaDP-CBCTDual phase CBCTDrug-eluting beadsCone-Beam Computed TomographyRole of CBCTMagnetic resonance imagingDEB-TACETreatment successInvasive therapyLiver tumorsComputed tomographyHCC treatmentInterventional radiologyResonance imagingAngiography suiteDiagnostic imagingSelective therapyCone beamDiagnostic accuracyCBCT techniqueInterventional suiteCarcinomaCBCTTherapyDual-phase Cone-beam Computed Tomography to See, Reach, and Treat Hepatocellular Carcinoma during Drug-eluting Beads Transarterial Chemo-embolization
Tacher V, Lin M, Bhagat N, Abi Jaoudeh N, Radaelli A, Noordhoek N, Carelsen B, Wood B, Geschwind J. Dual-phase Cone-beam Computed Tomography to See, Reach, and Treat Hepatocellular Carcinoma during Drug-eluting Beads Transarterial Chemo-embolization. Journal Of Visualized Experiments 2013 DOI: 10.3791/50795-v.Peer-Reviewed Original Research
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