2025
Comparison of prognostic accuracy of HCC staging systems in patients undergoing TACE
Kasolowsky V, Gross M, Madoff D, Duncan J, Taddei T, Strazzabosco M, Jaffe A, Chapiro J. Comparison of prognostic accuracy of HCC staging systems in patients undergoing TACE. Clinical Imaging 2025, 120: 110438. PMID: 40049074, DOI: 10.1016/j.clinimag.2025.110438.Peer-Reviewed Original ResearchConceptsOverall survival of patientsBCLC staging systemTransarterial chemoembolizationOverall survivalStaging systemHepatocellular carcinomaStaging systems of hepatocellular carcinomaHepatocellular carcinoma staging systemsRetrospective single center studyKaplan Meier survival analysisInternational Staging SystemSingle center studyLog-rank testTertiary care centerPredicting overall survivalMeier survival analysisConsecutive patientsPrognostic stratificationStudy endpointPrognostic accuracyCenter studyPrognostic powerStratify outcomesMultivariate analysisPatients
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
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