2024
Reproducible Reporting of the Collection and Evaluation of Annotations for Artificial Intelligence Models
Elfer K, Gardecki E, Garcia V, Ly A, Hytopoulos E, Wen S, Hanna M, Peeters D, Saltz J, Ehinger A, Dudgeon S, Li X, Blenman K, Chen W, Green U, Birmingham R, Pan T, Lennerz J, Salgado R, Gallas B. Reproducible Reporting of the Collection and Evaluation of Annotations for Artificial Intelligence Models. Modern Pathology 2024, 37: 100439. PMID: 38286221, DOI: 10.1016/j.modpat.2024.100439.Peer-Reviewed Original ResearchArtificial intelligenceAnnotation of medical imagesMedical imagesTesting artificial intelligenceTest data setsArtificial intelligence modelsAnnotation effortEvaluative annotationsDiagnostic image analysisIntelligence modelsAnnotation workflowData setsDigital pathologyAnnotationQuality frameworkIntelligenceArtificialWorkflowImage analysisPrediction modelMetadataConsolidated Standards of Reporting TrialsFrameworkImagesStandards for Reporting Diagnostic Accuracy
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
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