2022
Machine Learning Models for Prediction of Posttreatment Recurrence in Early-Stage Hepatocellular Carcinoma Using Pretreatment Clinical and MRI Features: A Proof-of-Concept Study.
Iseke S, Zeevi T, Kucukkaya AS, Raju R, Gross M, Haider SP, Petukhova-Greenstein A, Kuhn TN, Lin M, Nowak M, Cooper K, Thomas E, Weber MA, Madoff DC, Staib L, Batra R, Chapiro J. Machine Learning Models for Prediction of Posttreatment Recurrence in Early-Stage Hepatocellular Carcinoma Using Pretreatment Clinical and MRI Features: A Proof-of-Concept Study. American Journal Of Roentgenology 2022, 220: 245-255. PMID: 35975886, PMCID: PMC10015590, DOI: 10.2214/ajr.22.28077.Peer-Reviewed Original ResearchConceptsEarly-stage hepatocellular carcinomaLiver transplantHepatocellular carcinomaImaging featuresPosttreatment recurrenceOrgan allocationMean AUCLiver transplant eligibilityPretreatment clinical characteristicsPretreatment MRI examinationsKaplan-Meier analysisKaplan-Meier curvesClinical characteristicsImaging surveillanceTherapy allocationTransplant eligibilityUnderwent treatmentClinical parametersRetrospective studyUnpredictable complicationMRI dataConcept studyPoor survivalClinical impactPretreatment MRI
2011
Tools for monitoring patients with hepatocellular carcinoma on the waiting list and after liver transplantation
Kneteman N, Livraghi T, Madoff D, de Santibañez E, Kew M. Tools for monitoring patients with hepatocellular carcinoma on the waiting list and after liver transplantation. Liver Transplantation 2011, 17: s117-s127. PMID: 21584926, DOI: 10.1002/lt.22334.Peer-Reviewed Original ResearchMeSH KeywordsBiomarkers, TumorCarcinoma, HepatocellularDecision Support TechniquesDiagnostic ImagingEvidence-Based MedicineHealth Status IndicatorsHumansLiver NeoplasmsLiver TransplantationNeoplasm Recurrence, LocalNeoplasm StagingPatient SelectionPractice Guidelines as TopicPredictive Value of TestsRisk AssessmentRisk FactorsTime FactorsTreatment OutcomeWaiting ListsHigh Survival Rate After Two-Stage Resection of Advanced Colorectal Liver Metastases: Response-Based Selection and Complete Resection Define Outcome
Brouquet A, Abdalla EK, Kopetz S, Garrett CR, Overman MJ, Eng C, Andreou A, Loyer EM, Madoff DC, Curley SA, Vauthey JN. High Survival Rate After Two-Stage Resection of Advanced Colorectal Liver Metastases: Response-Based Selection and Complete Resection Define Outcome. Journal Of Clinical Oncology 2011, 29: 1083-1090. PMID: 21263087, PMCID: PMC3068054, DOI: 10.1200/jco.2010.32.6132.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAntineoplastic AgentsChemotherapy, AdjuvantColorectal NeoplasmsFemaleHepatectomyHumansKaplan-Meier EstimateLiver NeoplasmsMaleMiddle AgedNeoadjuvant TherapyPatient SelectionRetrospective StudiesRisk AssessmentRisk FactorsSurvival RateTexasTime FactorsTomography, X-Ray ComputedTreatment OutcomeConceptsAdvanced colorectal liver metastasesTwo-stage resectionColorectal liver metastasesLiver metastasesComplete resectionSurvival rateMedical groupMajor postoperative complicationsSurvival of patientsChemotherapy initiationNonsurgical patientsOnly chemotherapyPostoperative complicationsColorectal metastasesMetastatic diseaseObjective responseWorse survivalTreat analysisGood respondersExcellent outcomesTSR groupInclusion criteriaResectionPatientsChemotherapy
2010
Response, Survival, and Prognostic Factors After Hepatic Arterial Chemoembolization in Patients With Liver Metastases From Cutaneous Melanoma
Ahrar J, Gupta S, Ensor J, Ahrar K, Madoff DC, Wallace MJ, Murthy R, Tam A, Hwu P, Bedikian AY. Response, Survival, and Prognostic Factors After Hepatic Arterial Chemoembolization in Patients With Liver Metastases From Cutaneous Melanoma. Cancer Investigation 2010, 29: 49-55. PMID: 21166498, DOI: 10.3109/07357907.2010.535052.Peer-Reviewed Original ResearchConceptsHepatic artery chemoembolizationOverall survivalCutaneous melanoma metastaticExtrahepatic metastatic sitesHepatic arterial chemoembolizationMedian overall survivalLactate dehydrogenase levelsType of treatmentMelanoma metastaticRadiologic responseDisease stabilizationLiver metastasesMost patientsPatient ageArterial chemoembolizationPrognostic factorsLiver diseaseMetastatic sitesCutaneous melanomaMedical recordsDehydrogenase levelsPatientsSignificant predictorsChemoembolizationSurvival
2009
Three Hundred and One Consecutive Extended Right Hepatectomies
Kishi Y, Abdalla EK, Chun YS, Zorzi D, Madoff DC, Wallace MJ, Curley SA, Vauthey JN. Three Hundred and One Consecutive Extended Right Hepatectomies. Annals Of Surgery 2009, 127: 171-179. PMID: 19730239, DOI: 10.1097/sla.0b013e3181b674df.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAged, 80 and overBilirubinChildChi-Square DistributionEmbolization, TherapeuticEndpoint DeterminationFemaleHepatectomyHumansLiverLiver Function TestsLogistic ModelsMaleMiddle AgedOutcome and Process Assessment, Health CarePatient SelectionPortal VeinPostoperative ComplicationsPreoperative CareRetrospective StudiesRisk FactorsStatistics, NonparametricConceptsPreoperative portal vein embolizationPostoperative liver insufficiencySafe hepatic resectionPreoperative PVEExtended right hepatectomyLiver insufficiencyRight hepatectomyHepatic resectionPostoperative outcomesEnd pointLiver volumetryIntraoperative blood transfusionPrimary end pointSecondary end pointsLiver volume ratioPortal vein embolizationShort-term outcomesBody mass indexTotal liver volumeMultivariate logistic regressionFLR volumeFuture liverVein embolizationBlood transfusionConsecutive patients
2005
Hepatic arterial embolization and chemoembolization for the treatment of patients with metastatic neuroendocrine tumors
Gupta S, Johnson MM, Murthy R, Ahrar K, Wallace MJ, Madoff DC, McRae SE, Hicks ME, Rao S, Vauthey J, Ajani JA, Yao JC. Hepatic arterial embolization and chemoembolization for the treatment of patients with metastatic neuroendocrine tumors. Cancer 2005, 104: 1590-1602. PMID: 16134179, DOI: 10.1002/cncr.21389.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAntineoplastic Combined Chemotherapy ProtocolsCarcinoid TumorCarcinoma, Islet CellChemoembolization, TherapeuticDisease-Free SurvivalEmbolization, TherapeuticFemaleFollow-Up StudiesHepatic ArteryHumansLiver NeoplasmsMaleMedical RecordsMiddle AgedPrognosisRetrospective StudiesRisk FactorsSurvival RateConceptsHepatic arterial embolizationProgression-free survivalIslet cell carcinomaMetastatic neuroendocrine tumorsIntact primary tumorOverall survivalCarcinoid tumorsCell carcinomaHigh response rateNeuroendocrine tumorsMultivariate analysisArterial embolizationBone metastasesPrimary tumorMale genderRisk factorsPrognostic variablesResponse rateOnly independent risk factorLonger progression-free survivalPancreatic islet cell carcinomaExtensive liver diseaseOutcomes of patientsIndependent risk factorOnly risk factor