2023
Consensus report from the 10th Global Forum for Liver Magnetic Resonance Imaging: developments in HCC management
Taouli B, Ba-Ssalamah A, Chapiro J, Chhatwal J, Fowler K, Kang T, Knobloch G, Koh D, Kudo M, Lee J, Murakami T, Pinato D, Ringe K, Song B, Tabrizian P, Wang J, Yoon J, Zeng M, Zhou J, Vilgrain V. Consensus report from the 10th Global Forum for Liver Magnetic Resonance Imaging: developments in HCC management. European Radiology 2023, 33: 9152-9166. PMID: 37500964, PMCID: PMC10730664, DOI: 10.1007/s00330-023-09928-y.Peer-Reviewed Original ResearchConceptsGadoxetic acid-enhanced magnetic resonance imagingLiver magnetic resonance imagingMagnetic resonance imagingHCC managementResonance imagingOutcome of HCCScreening/surveillanceLiver cancer screeningPrediction of prognosisWestern guidelinesCancer screeningLiver surgeonsLiver surgeryConsensus statementHCC screeningTreatment responseConsensus reportLiver cancerInterventional radiologistsClinical relevanceClinical practiceGadoxetic acidEmerging DataHCCDiagnosis
2020
Quantification of contrast-uptake as imaging biomarker for disease progression of renal cell carcinoma after tumor ablation
Tegel BR, Huber S, Savic LJ, Lin M, Gebauer B, Pollak J, Chapiro J. Quantification of contrast-uptake as imaging biomarker for disease progression of renal cell carcinoma after tumor ablation. Acta Radiologica 2020, 61: 1708-1716. PMID: 32216452, PMCID: PMC7529766, DOI: 10.1177/0284185120909964.Peer-Reviewed Original ResearchMeSH KeywordsAblation TechniquesAdultAgedAged, 80 and overBiomarkers, TumorCarcinoma, Renal CellContrast MediaDisease ProgressionFemaleHumansImaging, Three-DimensionalKidney NeoplasmsMaleMiddle AgedNeoplasm StagingRadiography, InterventionalRetrospective StudiesSensitivity and SpecificityTumor BurdenUltrasonography, InterventionalConceptsProgression-free survivalTotal tumor volumeRenal cell carcinomaCell carcinomaOdds ratioTumor volumeImaging biomarkersImage-guided thermal ablationPrognosis of patientsRENAL nephrometry scoreCox regression modelLargest tumor diameterLog-rank testKaplan-Meier plotsCross-sectional imagingSensitive imaging biomarkerMetastatic diseaseSecondary outcomesPrimary outcomeDistant metastasisNephrometry scoreTumor diameterOutcome parametersLesion vascularityTNM stage
2019
Quantitative MRI for Assessment of Treatment Outcomes in a Rabbit VX2 Hepatic Tumor Model
Keller S, Chapiro J, Brangsch J, Reimann C, Collettini F, Sack I, Savic LJ, Hamm B, Goldberg SN, Makowski M. Quantitative MRI for Assessment of Treatment Outcomes in a Rabbit VX2 Hepatic Tumor Model. Journal Of Magnetic Resonance Imaging 2019, 52: 668-685. PMID: 31713973, DOI: 10.1002/jmri.26968.Peer-Reviewed Original ResearchMeSH KeywordsAnimalsCarcinoma, HepatocellularContrast MediaDiffusion Magnetic Resonance ImagingLiver NeoplasmsMagnetic Resonance ImagingRabbitsSensitivity and SpecificityTreatment OutcomeConceptsMagnetic resonance imagingTranscatheter arterial embolizationHepatic tumor modelDiffusion-weighted imagingFunctional MRI sequencesRadiofrequency ablationTreatment outcomesHepatocellular carcinomaAnaplastic squamous cell carcinomaMRI sequencesTumor modelSecondary liver cancerSquamous cell carcinomaConventional magnetic resonance imagingHigh tumor vascularityDifferent treatment settingsCommon cancer typesFunctional magnetic resonance imagingQuantitative magnetic resonance imagingFuture MRI studiesLocoregional interventionsArterial embolizationLiver functionCell carcinomaInterventional treatmentFluorodeoxyglucose PET for Monitoring Response to Embolotherapy (Transarterial Chemoembolization) in Primary and Metastatic Liver Tumors
Schobert I, Chapiro J, Pucar D, Saperstein L, Savic LJ. Fluorodeoxyglucose PET for Monitoring Response to Embolotherapy (Transarterial Chemoembolization) in Primary and Metastatic Liver Tumors. PET Clinics 2019, 14: 437-445. PMID: 31472741, DOI: 10.1016/j.cpet.2019.06.008.Peer-Reviewed Original ResearchMeSH KeywordsAgedCarcinoma, HepatocellularChemoembolization, TherapeuticFemaleFluorodeoxyglucose F18HumansInfusions, Intra-ArterialLiver NeoplasmsMagnetic Resonance ImagingMaleMiddle AgedMonitoring, PhysiologicMultimodal ImagingNeoplasm MetastasisPositron-Emission TomographyRadiopharmaceuticalsSensitivity and SpecificitySurvival AnalysisTomography, X-Ray ComputedTreatment OutcomeTumor MicroenvironmentConceptsTransarterial chemoembolizationLiver tumorsFluorine-18 fluorodeoxyglucose PETEfficacy of embolotherapyCross-sectional imaging techniquesMetastatic liver tumorsCancer cell glycolysisLocal recurrenceFluorodeoxyglucose PETTumor necrosisLiver cancerMorphologic changesCell glycolysisEmbolotherapyTumorsMonitoring responseIndividual molecular characteristicsMolecular characteristicsImaging techniquesChemoembolizationResponsePatientsRecurrencePETTherapyDeep learning for liver tumor diagnosis part I: development of a convolutional neural network classifier for multi-phasic MRI
Hamm CA, Wang CJ, Savic LJ, Ferrante M, Schobert I, Schlachter T, Lin M, Duncan JS, Weinreb JC, Chapiro J, Letzen B. Deep learning for liver tumor diagnosis part I: development of a convolutional neural network classifier for multi-phasic MRI. European Radiology 2019, 29: 3338-3347. PMID: 31016442, PMCID: PMC7251621, DOI: 10.1007/s00330-019-06205-9.Peer-Reviewed Original ResearchAdultAgedBile Duct NeoplasmsBile Ducts, IntrahepaticCarcinoma, HepatocellularCholangiocarcinomaDeep LearningFemaleHumansImage Interpretation, Computer-AssistedLiver NeoplasmsMagnetic Resonance ImagingMaleMiddle AgedNeural Networks, ComputerReproducibility of ResultsROC CurveSensitivity and SpecificityUnited States
2018
Predicting Treatment Response to Intra-arterial Therapies for Hepatocellular Carcinoma with the Use of Supervised Machine Learning—An Artificial Intelligence Concept
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 Intra-arterial Therapies for Hepatocellular Carcinoma with the Use of Supervised Machine Learning—An Artificial Intelligence Concept. Journal Of Vascular And Interventional Radiology 2018, 29: 850-857.e1. PMID: 29548875, PMCID: PMC5970021, DOI: 10.1016/j.jvir.2018.01.769.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAntineoplastic AgentsCarcinoma, HepatocellularChemoembolization, TherapeuticContrast MediaDoxorubicinEthiodized OilFemaleHumansLiver NeoplasmsMachine LearningMagnetic Resonance ImagingMaleMiddle AgedNeoplasm StagingPredictive Value of TestsRetrospective StudiesSensitivity and SpecificityTreatment OutcomeConceptsTransarterial chemoembolizationHepatocellular carcinomaTreatment responseLogistic regressionClinical patient dataPatient dataIntra-arterial therapyQuantitative European AssociationMagnetic resonance imagingLiver criteriaBaseline imagingClinical variablesTumor responseTherapeutic featuresTreatment respondersBaseline MRClinical informationImaging variablesChemoembolizationTherapeutic outcomesResonance imagingResponse criteriaEuropean AssociationPatientsMR imaging
2015
Multimodality 3D Tumor Segmentation in HCC Patients Treated with TACE
Wang Z, Chapiro J, Schernthaner R, Duran R, Chen R, Geschwind JF, Lin M. Multimodality 3D Tumor Segmentation in HCC Patients Treated with TACE. Academic Radiology 2015, 22: 840-845. PMID: 25863795, PMCID: PMC4464945, DOI: 10.1016/j.acra.2015.03.001.Peer-Reviewed Original ResearchAdultAgedAged, 80 and overAlgorithmsAntibiotics, AntineoplasticCarcinoma, HepatocellularChemoembolization, TherapeuticCone-Beam Computed TomographyDoxorubicinFemaleHumansImage EnhancementImage Interpretation, Computer-AssistedImaging, Three-DimensionalKidney NeoplasmsMagnetic Resonance ImagingMaleMiddle AgedMultidetector Computed TomographyMultimodal ImagingPattern Recognition, AutomatedPrognosisReproducibility of ResultsRetrospective StudiesSensitivity and SpecificitySubtraction TechniqueTreatment Outcome
2014
Three-dimensional Evaluation of Lipiodol Retention in HCC after Chemoembolization A Quantitative Comparison between CBCT and MDCT
Wang Z, Lin M, Lesage D, Chen R, Chapiro J, Gu T, Tacher V, Duran R, Geschwind JF. Three-dimensional Evaluation of Lipiodol Retention in HCC after Chemoembolization A Quantitative Comparison between CBCT and MDCT. Academic Radiology 2014, 21: 393-399. PMID: 24507426, PMCID: PMC3979929, DOI: 10.1016/j.acra.2013.11.006.Peer-Reviewed Original ResearchAgedAntineoplastic AgentsCarcinoma, HepatocellularChemoembolization, TherapeuticCone-Beam Computed TomographyEthiodized OilFemaleHemostaticsHumansImaging, Three-DimensionalLiver NeoplasmsMaleMetabolic Clearance RateMiddle AgedMultidetector Computed TomographyReproducibility of ResultsSensitivity and SpecificityTissue DistributionTreatment Outcome