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
2019
Prostatic Artery Embolization Using 100–300-μm Trisacryl Gelatin Microspheres to Treat Lower Urinary Tract Symptoms Attributable to Benign Prostatic Hyperplasia: A Single-Center Outcomes Analysis with Medium-Term Follow-up
Ayyagari R, Powell T, Staib L, Chapiro J, Raja A, Bhatia S, Chai T, Schoenberger S, Devito R. Prostatic Artery Embolization Using 100–300-μm Trisacryl Gelatin Microspheres to Treat Lower Urinary Tract Symptoms Attributable to Benign Prostatic Hyperplasia: A Single-Center Outcomes Analysis with Medium-Term Follow-up. Journal Of Vascular And Interventional Radiology 2019, 31: 99-107. PMID: 31771896, DOI: 10.1016/j.jvir.2019.08.005.Peer-Reviewed Original ResearchMeSH KeywordsAcrylic ResinsAge FactorsAgedAged, 80 and overComorbidityCone-Beam Computed TomographyConnecticutEmbolization, TherapeuticGelatinHumansLower Urinary Tract SymptomsMaleMiddle AgedOrgan SizeParticle SizeProstateProstatic HyperplasiaQuality of LifeRecovery of FunctionRetrospective StudiesRisk FactorsTime FactorsTreatment OutcomeConceptsInternational Prostate Symptom ScoreLower urinary tract symptomsPost-void residualCharlson Comorbidity IndexProstatic artery embolizationProstate gland volumeMedian lobe enlargementBenign prostatic hyperplasiaTrisacryl gelatin microspheresArtery embolizationProstatic hyperplasiaGland volumeAdverse event recordingMedical therapy failureClavien-Dindo classificationProstate Symptom ScoreMedium-term followUrinary tract symptomsLower urinary tractMedium-term outcomesPost-procedure valuesQuality of lifeComorbidity indexTract symptomsConsecutive patients
2016
Transarterial Chemoembolization for the Treatment of Advanced-Stage Hepatocellular Carcinoma
Zhao Y, Duran R, Chapiro J, Sohn JH, Sahu S, Fleckenstein F, Smolka S, Pawlik TM, Schernthaner R, Zhao L, Lee H, He S, Lin M, Geschwind JF. Transarterial Chemoembolization for the Treatment of Advanced-Stage Hepatocellular Carcinoma. Journal Of Gastrointestinal Surgery 2016, 20: 2002-2009. PMID: 27714643, PMCID: PMC5106296, DOI: 10.1007/s11605-016-3285-x.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overAlpha-FetoproteinsAntineoplastic AgentsCarcinoma, HepatocellularChemoembolization, TherapeuticFemaleHumansLiver NeoplasmsMaleMiddle AgedNeoplasm StagingPortal VeinRetrospective StudiesRisk FactorsSurvival RateTreatment OutcomeTumor BurdenVenous ThrombosisYoung AdultConceptsPortal vein tumor thrombosisAdvanced-stage hepatocellular carcinomaTransarterial chemoembolizationHepatocellular carcinomaOverall survivalRisk scoreChild-Pugh A/BEastern Cooperative Oncology Group 0Child-Pugh B classLarge retrospective cohort studyRetrospective cohort studyAdvanced hepatocellular carcinomaStage hepatocellular carcinomaNumber of tumorsMedian OSCohort studyExtrahepatic metastasesSelect patientsTumor thrombosisImproved survivalPrognostic factorsTherapeutic recommendationsSurvival outcomesTumor sizeLonger survival