2022
MR Imaging Biomarkers for the Prediction of Outcome after Radiofrequency Ablation of Hepatocellular Carcinoma: Qualitative and Quantitative Assessments of the Liver Imaging Reporting and Data System and Radiomic Features
Petukhova-Greenstein A, Zeevi T, Yang J, Chai N, DiDomenico P, Deng Y, Ciarleglio M, Haider SP, Onyiuke I, Malpani R, Lin M, Kucukkaya AS, Gottwald LA, Gebauer B, Revzin M, Onofrey J, Staib L, Gunabushanam G, Taddei T, Chapiro J. MR Imaging Biomarkers for the Prediction of Outcome after Radiofrequency Ablation of Hepatocellular Carcinoma: Qualitative and Quantitative Assessments of the Liver Imaging Reporting and Data System and Radiomic Features. Journal Of Vascular And Interventional Radiology 2022, 33: 814-824.e3. PMID: 35460887, PMCID: PMC9335926, DOI: 10.1016/j.jvir.2022.04.006.Peer-Reviewed Original ResearchConceptsProgression-free survivalPoor progression-free survivalLiver Imaging ReportingHepatocellular carcinomaMR imaging biomarkersRadiomics signatureRadiofrequency ablationRadiomic featuresImaging biomarkersImaging ReportingFirst follow-up imagingMedian progression-free survivalRF ablationEarly-stage hepatocellular carcinomaPretreatment magnetic resonanceFirst-line treatmentMultifocal hepatocellular carcinomaSelection operator Cox regression modelTherapy-naïve patientsEarly-stage diseaseKaplan-Meier analysisCox regression modelLog-rank testFollow-up imagingPrediction of outcome
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 ResearchMeSH KeywordsCarcinoma, HepatocellularContrast MediaDeep LearningHumansLiver NeoplasmsMagnetic Resonance ImagingRetrospective StudiesConceptsNon-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
2020
Automated feature quantification of Lipiodol as imaging biomarker to predict therapeutic efficacy of conventional transarterial chemoembolization of liver cancer
Stark S, Wang C, Savic LJ, Letzen B, Schobert I, Miszczuk M, Murali N, Oestmann P, Gebauer B, Lin M, Duncan J, Schlachter T, Chapiro J. Automated feature quantification of Lipiodol as imaging biomarker to predict therapeutic efficacy of conventional transarterial chemoembolization of liver cancer. Scientific Reports 2020, 10: 18026. PMID: 33093524, PMCID: PMC7582153, DOI: 10.1038/s41598-020-75120-7.Peer-Reviewed Original ResearchConceptsConventional transarterial chemoembolizationLipiodol depositionTransarterial chemoembolizationLiver cancerPeripheral depositionLipiodol depositsTherapeutic efficacyNecrotic tumor areasBaseline MRITherapy optionsTumor responseTreatment responseTumor volumeLiver lesionsLipiodolH postTumor areaH-CTHounsfield unitsBiomarkersChemoembolizationHigh rateTumorsCancerImproved responseQuantification 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
2015
Comparison of Existing Response Criteria in Patients with Hepatocellular Carcinoma Treated with Transarterial Chemoembolization Using a 3D Quantitative Approach.
Tacher V, Lin M, Duran R, Yarmohammadi H, Lee H, Chapiro J, Chao M, Wang Z, Frangakis C, Sohn JH, Maltenfort MG, Pawlik T, Geschwind JF. Comparison of Existing Response Criteria in Patients with Hepatocellular Carcinoma Treated with Transarterial Chemoembolization Using a 3D Quantitative Approach. Radiology 2015, 278: 275-84. PMID: 26131913, PMCID: PMC4695977, DOI: 10.1148/radiol.2015142951.Peer-Reviewed Original ResearchIntraprocedural 3D Quantification of Lipiodol Deposition on Cone-Beam CT Predicts Tumor Response After Transarterial Chemoembolization in Patients with Hepatocellular Carcinoma
Wang Z, Chen R, Duran R, Zhao Y, Yenokyan G, Chapiro J, Schernthaner R, Radaelli A, Lin M, Geschwind JF. Intraprocedural 3D Quantification of Lipiodol Deposition on Cone-Beam CT Predicts Tumor Response After Transarterial Chemoembolization in Patients with Hepatocellular Carcinoma. CardioVascular And Interventional Radiology 2015, 38: 1548-1556. PMID: 26001366, PMCID: PMC4651808, DOI: 10.1007/s00270-015-1129-9.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overCarcinoma, HepatocellularChemoembolization, TherapeuticCone-Beam Computed TomographyContrast MediaEthiodized OilFemaleFollow-Up StudiesHumansImage EnhancementImaging, Three-DimensionalLiverLiver NeoplasmsMagnetic Resonance ImagingMaleMiddle AgedRetrospective StudiesTreatment OutcomeConceptsLipiodol depositionConventional transarterial chemoembolizationTumor responseOverall tumor volumeTumor volumeCE-MRIHepatocellular carcinomaTransarterial chemoembolizationTumor necrosisContrast-enhanced magnetic resonance imagingNecrotic tumour volumeResponse Evaluation CriteriaT-testMagnetic resonance imagingStudent's t-testMethodsThis IRBTarget lesionsRetrospective analysisSolid tumorsResonance imagingSpearman rank-order correlationPatientsCone-beam CTCBCTChemoembolizationRadiologic-pathologic analysis of quantitative 3D tumour enhancement on contrast-enhanced MR imaging: a study of ROI placement
Chockalingam A, Duran R, Sohn JH, Schernthaner R, Chapiro J, Lee H, Sahu S, Nguyen S, Geschwind JF, Lin M. Radiologic-pathologic analysis of quantitative 3D tumour enhancement on contrast-enhanced MR imaging: a study of ROI placement. European Radiology 2015, 26: 103-113. PMID: 25994198, PMCID: PMC4654989, DOI: 10.1007/s00330-015-3812-2.Peer-Reviewed Original ResearchConceptsTranscatheter arterial chemoembolizationHCC patientsIpsilateral placementTumor enhancementHepatocellular carcinoma patientsROI placementContrast-enhanced MR imagingRadiologic-pathologic analysisArterial chemoembolizationCarcinoma patientsPathological correlationIntra-class correlationPatientsMR imagingClinical methodsMedian differencePathologyInterest placementHistopathologyThree-Dimensional Quantitative Assessment of Uterine Fibroid Response after Uterine Artery Embolization Using Contrast-Enhanced MR Imaging
Chapiro J, Duran R, Lin M, Werner JD, Wang Z, Schernthaner R, Savic LJ, Lessne ML, Geschwind JF, Hong K. Three-Dimensional Quantitative Assessment of Uterine Fibroid Response after Uterine Artery Embolization Using Contrast-Enhanced MR Imaging. Journal Of Vascular And Interventional Radiology 2015, 26: 670-678.e2. PMID: 25638750, PMCID: PMC4414730, DOI: 10.1016/j.jvir.2014.11.020.Peer-Reviewed Original Research
2014
Radiologic-Pathologic Analysis of Contrast-enhanced and Diffusion-weighted MR Imaging in Patients with HCC after TACE: Diagnostic Accuracy of 3D Quantitative Image Analysis
Chapiro J, Wood LD, Lin M, Duran R, Cornish T, Lesage D, Charu V, Schernthaner R, Wang Z, Tacher V, Savic LJ, Kamel IR, Geschwind JF. Radiologic-Pathologic Analysis of Contrast-enhanced and Diffusion-weighted MR Imaging in Patients with HCC after TACE: Diagnostic Accuracy of 3D Quantitative Image Analysis. Radiology 2014, 273: 746-758. PMID: 25028783, PMCID: PMC4263418, DOI: 10.1148/radiol.14140033.Peer-Reviewed Original ResearchMeSH KeywordsAgedCarcinoma, HepatocellularChemoembolization, TherapeuticContrast MediaDiffusion Magnetic Resonance ImagingFemaleGadolinium DTPAHumansImage Interpretation, Computer-AssistedImaging, Three-DimensionalLiver NeoplasmsMaleMiddle AgedNeoplasm StagingRetrospective StudiesSoftwareTreatment OutcomeConceptsPathologic tumor necrosisHepatocellular carcinoma lesionsTumor necrosisTransarterial chemoembolizationCarcinoma lesionsRadiologic–pathologic correlation studyTumor tissueMagnetic Resonance Imaging AssessmentDiagnostic accuracyInstitutional review board-approved retrospective studyOrthotopic liver transplantationTotal tumor volumeDiffusion-weighted MR imagingApparent diffusion coefficient (ADC) mapsNecrotic tumor tissueArterial phase MR imagesDiffusion coefficient mapsLast MR examinationLiver transplantationSurgical resectionLiver criteriaPathologic examinationRetrospective studyPhase MR imagesHistopathologic examination
2013
Quantitative Assessment of Lipiodol Deposition after Chemoembolization: Comparison between Cone-Beam CT and Multidetector CT
Chen R, Geschwind J, Wang Z, Tacher V, Lin M. Quantitative Assessment of Lipiodol Deposition after Chemoembolization: Comparison between Cone-Beam CT and Multidetector CT. Journal Of Vascular And Interventional Radiology 2013, 24: 1837-1844. PMID: 24094672, PMCID: PMC3840104, DOI: 10.1016/j.jvir.2013.08.017.Peer-Reviewed Original ResearchMeSH KeywordsCarcinoma, HepatocellularChemoembolization, TherapeuticCone-Beam Computed TomographyContrast MediaEthiodized OilFemaleHumansImaging, Three-DimensionalLinear ModelsLiver NeoplasmsMaleMiddle AgedMultidetector Computed TomographyPredictive Value of TestsRadiographic Image Interpretation, Computer-AssistedRetrospective StudiesTumor BurdenWorkflowConceptsTransarterial chemoembolizationLipiodol depositionHepatocellular carcinomaMultidetector CTConventional transarterial chemoembolizationVolume of tumorMargin of tumorUnenhanced multidetector CTUnenhanced multidetectorLipiodol retentionChemoembolizationLiver parenchymaTumorsEntire tumorLiver contrastCone beamCone-beam CTCTImaging modalitiesCBCTPatientsLipiodolWhole tumorVolumetric measurementsTomographyImage Guidance for Endovascular Repair of Complex Aortic Aneurysms: Comparison of Two-dimensional and Three-dimensional Angiography and Image Fusion
Tacher V, Lin M, Desgranges P, Deux J, Grünhagen T, Becquemin J, Luciani A, Rahmouni A, Kobeiter H. Image Guidance for Endovascular Repair of Complex Aortic Aneurysms: Comparison of Two-dimensional and Three-dimensional Angiography and Image Fusion. Journal Of Vascular And Interventional Radiology 2013, 24: 1698-1706. PMID: 24035418, PMCID: PMC3888792, DOI: 10.1016/j.jvir.2013.07.016.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overAnatomic LandmarksAngiography, Digital SubtractionAortic AneurysmAortographyBlood Vessel Prosthesis ImplantationCone-Beam Computed TomographyContrast MediaEndovascular ProceduresFeasibility StudiesFemaleFluoroscopyHumansImaging, Three-DimensionalMaleMiddle AgedMultidetector Computed TomographyOperative TimePredictive Value of TestsRadiation DosageRadiographic Image Interpretation, Computer-AssistedRadiography, InterventionalRetrospective StudiesSoftwareTime FactorsTreatment OutcomeConceptsComplex aortic aneurysmsContrast medium volumeAortic aneurysmProcedure timeEndovascular repairComplex aneurysm repairJuxtarenal aortic aneurysmsContrast agent volumeSignificant differencesX-ray exposureSignificant reductionImage guidance groupThree-dimensional angiographyIntraprocedural fluoroscopyAneurysm repairConsecutive patientsPatient characteristicsEndovascular techniquesRenal arteryIF groupAneurysmsDAP valuesAngiographyGuidance groupStatistical differenceSemiautomatic Volumetric Tumor Segmentation for Hepatocellular Carcinoma Comparison between C-arm Cone Beam Computed Tomography and MRI
Tacher V, Lin M, Chao M, Gjesteby L, Bhagat N, Mahammedi A, Ardon R, Mory B, Geschwind J. Semiautomatic Volumetric Tumor Segmentation for Hepatocellular Carcinoma Comparison between C-arm Cone Beam Computed Tomography and MRI. Academic Radiology 2013, 20: 446-452. PMID: 23498985, PMCID: PMC3602801, DOI: 10.1016/j.acra.2012.11.009.Peer-Reviewed Original Research
2012
Comparison of Semi-automatic Volumetric VX2 Hepatic Tumor Segmentation from Cone Beam CT and Multi-detector CT with Histology in Rabbit Models
Pellerin O, Lin M, Bhagat N, Ardon R, Mory B, Geschwind J. Comparison of Semi-automatic Volumetric VX2 Hepatic Tumor Segmentation from Cone Beam CT and Multi-detector CT with Histology in Rabbit Models. Academic Radiology 2012, 20: 115-121. PMID: 22947274, PMCID: PMC3575098, DOI: 10.1016/j.acra.2012.07.011.Peer-Reviewed Original ResearchPhase II Study of Chemoembolization With Drug-Eluting Beads in Patients With Hepatic Neuroendocrine Metastases: High Incidence of Biliary Injury
Bhagat N, Reyes D, Lin M, Kamel I, Pawlik T, Frangakis C, Geschwind J. Phase II Study of Chemoembolization With Drug-Eluting Beads in Patients With Hepatic Neuroendocrine Metastases: High Incidence of Biliary Injury. CardioVascular And Interventional Radiology 2012, 36: 449-459. PMID: 22722717, PMCID: PMC3596485, DOI: 10.1007/s00270-012-0424-y.Peer-Reviewed Original ResearchConceptsTransarterial chemoembolizationTumor sizeNeuroendocrine tumorsHigh incidenceNational Cancer Institute Common Terminology CriteriaEastern Cooperative Oncology Group statusHepatic neuroendocrine metastasesUnderwent percutaneous drainageCommon Terminology CriteriaObjective response ratePhase II studyPhase II trialMultiple small lesionsMethodsInstitutional review board approvalDrug-eluting beadsReview board approvalAlanine amino transferaseTerminology CriteriaAbdominal painBiliary injuryII trialDEB-TACEII studyEASL criteriaPercutaneous drainageApplications of Imaging Technology in Radiation Research
Lin M, Jackson E. Applications of Imaging Technology in Radiation Research. Radiation Research 2012, 177: 387-397. PMID: 22401349, PMCID: PMC3355534, DOI: 10.1667/rr2696.1.Peer-Reviewed Original ResearchMeSH KeywordsAngiography, Digital SubtractionAnimalsArtifactsContrast MediaDiagnostic ImagingEmbolization, TherapeuticHumansLiver NeoplasmsMagnetic Resonance ImagingMathematicsModels, BiologicalMotionPerfusion ImagingRadiobiologyRadiography, InterventionalStrokeTomography, Spiral ComputedTomography, X-Ray Computed
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
2010
Evaluating tumors in transcatheter arterial chemoembolization (TACE) using dual-phase cone-beam CT
Lin M, Loffroy R, Noordhoek N, Taguchi K, Radaelli A, Blijd J, Balguid A, Geschwind J. Evaluating tumors in transcatheter arterial chemoembolization (TACE) using dual-phase cone-beam CT. Minimally Invasive Therapy & Allied Technologies 2010, 20: 276-281. PMID: 21082901, PMCID: PMC4337876, DOI: 10.3109/13645706.2010.536243.Peer-Reviewed Original ResearchConceptsTranscatheter arterial chemoembolizationTumor-feeding vesselsParenchymal stainingTACE treatmentArterial chemoembolizationContrast injectionDual-phase cone-beam CTTumor feeding vesselsDrug-eluting beadsContrast-enhanced scansDegree of embolizationFeeding vesselsMR/CTSingle injectionCatheter positionInitial experienceCBCT scansCone-beam CTEmbolization effectConventional CTCTChemoembolizationC-armInjectionCBCT system