2022
Proceedings from the Society of Interventional Radiology Foundation Research Consensus Panel on Artificial Intelligence in Interventional Radiology: From Code to Bedside
Chapiro J, Allen B, Abajian A, Wood B, Kothary N, Daye D, Bai H, Sedrakyan A, Diamond M, Simonyan V, McLennan G, Abi-Jaoudeh N, Pua B. Proceedings from the Society of Interventional Radiology Foundation Research Consensus Panel on Artificial Intelligence in Interventional Radiology: From Code to Bedside. Journal Of Vascular And Interventional Radiology 2022, 33: 1113-1120. PMID: 35871021, DOI: 10.1016/j.jvir.2022.06.003.Peer-Reviewed Original ResearchConceptsArtificial intelligenceGrowth of AIApplicability of AIClinical use casesDevelopment of AIIR research communityUse casesCutting-edge technologiesResearch communityAIInterventional radiologyIntelligenceHealth informationConsensus panelTechnologyPatient careCurrent needsApplicationsConsensus statementResearch collaborationResearch prioritiesImage guidance modalitySubstantial improvementClinical expertiseDiagnostic imaging
2020
Supervised Machine Learning in Oncology: A Clinician's Guide
Murali N, Kucukkaya A, Petukhova A, Onofrey J, Chapiro J. Supervised Machine Learning in Oncology: A Clinician's Guide. Digestive Disease Interventions 2020, 04: 073-081. PMID: 32869010, PMCID: PMC7456427, DOI: 10.1055/s-0040-1705097.Peer-Reviewed Original ResearchMachine learningSupervised machineSupervised machine learning methodsNew data processing technologiesLarge volume dataData processing technologySupervised machine learningMachine learning methodsSelf-improving modelElectronic health recordsLearning methodsHealth recordsComputer algorithmWidespread adoptionLearningMeaningful insightsMachineAlgorithmTechnologyTechniqueFrameworkInformationAdoptionDataApplications