2023
Clinical Informatics Approaches to Facilitate Cancer Data Sharing
Aneja S, Avesta A, Xu H, Machado L. Clinical Informatics Approaches to Facilitate Cancer Data Sharing. Yearbook Of Medical Informatics 2023, 32: 104-110. PMID: 37414028, PMCID: PMC10751108, DOI: 10.1055/s-0043-1768721.Peer-Reviewed Original ResearchConceptsCommon data modelHomomorphic encryptionData modelData sharingClinical informaticsMachine learning techniquesInformatics studiesDiagnostic image analysisLearning techniquesElectronic health recordsEncryptionClinical dataAnalyticsHealth recordsPromising solutionHealth dataInformaticsSharingSmall settingsData availabilityImage analysisPromising resultsHealth informationRepresentative datasetCancer data
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 ResearchConceptsArtificial intelligenceArtificial intelligence algorithmsNatural language processingAmount of dataIntelligence algorithmsLanguage processingIntelligenceNeuro-oncologyImage analysisApplicationsAlgorithmRisk stratificationFuture innovationsTreatment responseBrain tumorsClinical practiceClassificationRecent applicationsProcessingSignificant promiseChallengesDetection