2023
Using Machine Learning to Predict Response to Image-guided Therapies for Hepatocellular Carcinoma.
Hsieh C, Laguna A, Ikeda I, Maxwell A, Chapiro J, Nadolski G, Jiao Z, Bai H. Using Machine Learning to Predict Response to Image-guided Therapies for Hepatocellular Carcinoma. Radiology 2023, 309: e222891. PMID: 37934098, DOI: 10.1148/radiol.222891.Peer-Reviewed Original ResearchConceptsHepatocellular carcinomaImage-guided therapySerum markersTreatment responseMinimally invasive image-guided therapiesPrediction of treatment responseLocal-regional treatmentQuantitative imaging featuresPersonalized treatment plansTransarterial radioembolizationTransarterial chemoembolizationImage featuresInterventional oncologyPatient selectionTreatment planningMedical record dataTriage patientsThermal ablationScoring systemFunction biomarkersPatientsCarcinomaMachine learningTherapySerum
2014
Delayed-Phase Cone-Beam CT Improves Detectability of Intrahepatic Cholangiocarcinoma During Conventional Transarterial Chemoembolization
Schernthaner RE, Lin M, Duran R, Chapiro J, Wang Z, Geschwind JF. Delayed-Phase Cone-Beam CT Improves Detectability of Intrahepatic Cholangiocarcinoma During Conventional Transarterial Chemoembolization. CardioVascular And Interventional Radiology 2014, 38: 929-936. PMID: 25476872, PMCID: PMC4457721, DOI: 10.1007/s00270-014-1026-7.Peer-Reviewed Original ResearchMeSH KeywordsAngiography, Digital SubtractionBile Duct NeoplasmsChemoembolization, TherapeuticCholangiocarcinomaCohort StudiesCone-Beam Computed TomographyFemaleHumansLiverMagnetic Resonance ImagingMaleMiddle AgedObserver VariationRadiography, InterventionalReproducibility of ResultsRetrospective StudiesConceptsDual-phase cone-beam CTConventional transarterial chemoembolizationDigital subtraction angiographyIntrahepatic cholangiocarcinomaICC lesionsTransarterial chemoembolizationCE-MRICone-beam CTContrast-enhanced magnetic resonance imagingMethodsThis retrospective studyProsthetic mitral valveMagnetic resonance imagingHigher detectability rateConsecutive patientsRetrospective studyMitral valveMore lesionsLesionsResonance imagingSubtraction angiographyRoutine useLesion visibilityTreatment planningChemoembolizationCholangiocarcinoma