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
2015
Systematic review of catheter-based intra-arterial therapies in hepatocellular carcinoma: state of the art and future directions
Duran R, Chapiro J, Schernthaner RE, Geschwind JF. Systematic review of catheter-based intra-arterial therapies in hepatocellular carcinoma: state of the art and future directions. British Journal Of Radiology 2015, 88: 20140564. PMID: 25978585, PMCID: PMC4651391, DOI: 10.1259/bjr.20140564.Peer-Reviewed Original ResearchMeSH KeywordsAngiogenesis InhibitorsAntineoplastic AgentsCarcinoma, HepatocellularCatheter AblationChemoembolization, TherapeuticCombined Modality TherapyDiffusion of InnovationEmbolization, TherapeuticFemaleForecastingHumansInfusions, Intra-ArterialLiver NeoplasmsMaleMicrospheresNiacinamidePatient SelectionPhenylurea CompoundsRadiopharmaceuticalsSorafenibYttrium RadioisotopesConceptsIntra-arterial therapyHepatocellular carcinomaSecondary liver malignanciesManagement of patientsHealthy liver tissueLocoregional therapyLiver malignanciesClinical rationaleHigh doseInterventional oncologySystematic reviewAnticancer treatmentLiver tissueInvasive natureClinical achievementsChemoresistant cancersTherapyMedical communityPatientsCarcinomaTreatmentPivotal roleMalignancySorafenibCancer
2013
Intraarterial therapies for primary liver cancer: state of the art
Chapiro J, Tacher V, Geschwind JF. Intraarterial therapies for primary liver cancer: state of the art. Expert Review Of Anticancer Therapy 2013, 13: 1157-1167. PMID: 24099626, DOI: 10.1586/14737140.2013.845528.Peer-Reviewed Original ResearchConceptsPrimary liver cancerTreatment of patientsIntraarterial therapyHepatocellular carcinomaLiver cancerIntermediate-stage diseaseOfficial treatment guidelinesAvailable clinical evidenceEffective local tumor controlLocal tumor controlReduced systemic toxicityIntraarterial approachStage diseaseTransarterial chemoembolizationTreatment guidelinesClinical evidenceHepatic malignanciesTumor controlSystemic toxicityTherapyScientific rationalePatientsCancerTreatmentChemoembolization