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
How I Do It: Cone-Beam CT during Transarterial Chemoembolization for Liver Cancer
Tacher V, Radaelli A, Lin M, Geschwind JF. How I Do It: Cone-Beam CT during Transarterial Chemoembolization for Liver Cancer. Radiology 2015, 274: 320-334. PMID: 25625741, PMCID: PMC4314294, DOI: 10.1148/radiol.14131925.Peer-Reviewed Original ResearchConceptsTransarterial chemoembolizationLiver cancerContrast material injection protocolsTime of procedureTwo-dimensional angiographyClinical evidenceTreatment successLiver tumorsMicrocatheter placementInterventional radiologyInterventional proceduresCBCT technologyDiagnostic imagingCone beamInjection protocolCBCT techniqueCBCT imagingCone-beam CTTumorsRoutine utilizationChemoembolizationCBCT imagesC-armCancerCBCT
2013
Dual-phase Cone-beam Computed Tomography to See, Reach, and Treat Hepatocellular Carcinoma during Drug-eluting Beads Transarterial Chemo-embolization
Tacher V, Lin M, Bhagat N, Jaoudeh N, Radaelli A, Noordhoek N, Carelsen B, Wood B, Geschwind J. Dual-phase Cone-beam Computed Tomography to See, Reach, and Treat Hepatocellular Carcinoma during Drug-eluting Beads Transarterial Chemo-embolization. Journal Of Visualized Experiments 2013, 50795. PMID: 24326874, PMCID: PMC3910428, DOI: 10.3791/50795.Peer-Reviewed Original ResearchConceptsHepatocellular carcinomaDP-CBCTDual phase CBCTDrug-eluting beadsCone-Beam Computed TomographyRole of CBCTMagnetic resonance imagingDEB-TACETreatment successInvasive therapyLiver tumorsComputed tomographyHCC treatmentInterventional radiologyResonance imagingAngiography suiteDiagnostic imagingSelective therapyCone beamDiagnostic accuracyCBCT techniqueInterventional suiteCarcinomaCBCTTherapy