2019
Applications of artificial intelligence in neuro-oncology.
Aneja S, Chang E, Omuro A. Applications of artificial intelligence in neuro-oncology. Current Opinion In Neurology 2019, 32: 850-856. PMID: 31609739, DOI: 10.1097/wco.0000000000000761.Peer-Reviewed Original ResearchMeSH KeywordsArtificial IntelligenceBiomarkers, TumorBrain NeoplasmsGenomicsHumansMedical OncologyNeuroimagingNeurologyConceptsArtificial intelligenceArtificial intelligence algorithmsNatural language processingAmount of dataIntelligence algorithmsLanguage processingIntelligenceNeuro-oncologyImage analysisApplicationsAlgorithmRisk stratificationFuture innovationsTreatment responseBrain tumorsClinical practiceClassificationRecent applicationsProcessingSignificant promiseChallengesDetection
2016
Diagnostic Accuracy of T1-Weighted Dynamic Contrast-Enhanced–MRI and DWI-ADC for Differentiation of Glioblastoma and Primary CNS Lymphoma
Lin X, Lee M, Buck O, Woo K, Zhang Z, Hatzoglou V, Omuro A, Arevalo-Perez J, Thomas A, Huse J, Peck K, Holodny A, Young R. Diagnostic Accuracy of T1-Weighted Dynamic Contrast-Enhanced–MRI and DWI-ADC for Differentiation of Glioblastoma and Primary CNS Lymphoma. American Journal Of Neuroradiology 2016, 38: 485-491. PMID: 27932505, PMCID: PMC5352508, DOI: 10.3174/ajnr.a5023.Peer-Reviewed Original ResearchSecond‐opinion interpretations of neuroimaging studies by oncologic neuroradiologists can help reduce errors in cancer care
Hatzoglou V, Omuro AM, Haque S, Khakoo Y, Ganly I, Oh JH, Shukla-Dave A, Fatovic R, Gaal J, Holodny AI. Second‐opinion interpretations of neuroimaging studies by oncologic neuroradiologists can help reduce errors in cancer care. Cancer 2016, 122: 2708-2714. PMID: 27219108, PMCID: PMC4992439, DOI: 10.1002/cncr.30083.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAged, 80 and overChildChild, PreschoolDiagnostic ErrorsFemaleFollow-Up StudiesHumansImage Interpretation, Computer-AssistedInfantMagnetic Resonance ImagingMaleMiddle AgedNeoplasm StagingNeoplasmsNeuroimagingObserver VariationPatient CarePhysiciansPrognosisRadiologistsReferral and ConsultationRetrospective StudiesTomography, X-Ray ComputedYoung AdultConceptsSecond-opinion interpretationsPatient managementMagnetic resonance imaging studySecond-opinion radiology reportsResonance imaging studyNational Cancer InstitutePatient ageNeuro-oncologistsCancer CenterDisease stageStudy criteriaCancer patientsClinical assessmentClinical impactNeck surgeonsRetrospective analysisHistopathologic analysisCancer InstituteImaging studiesRadiology reportsOutside reportsReference standardNeuroradiologistsSurgeonsDiscrepant reports