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
Transformation of the Healthcare Ecosystem in the Era of Society 5.0
Bida M, Mosito S, Miya T, Demetriou D, Blenman K, Dlamini Z. Transformation of the Healthcare Ecosystem in the Era of Society 5.0. 2023, 223-248. DOI: 10.1007/978-3-031-36461-7_10.Peer-Reviewed Original ResearchHealthcare ecosystemArtificial intelligenceCloud-based technologiesPatient health dataHealthcare technologiesReal-time accessCustomer value propositionPatient health recordsReal-time clinical decisionsMedical InternetTerms of robustnessBlockchain technologyPatient privacyHealth recordsHealth dataPrivacyDefinition of normsPartner networksSociety 5.0Value propositionEcosystem designTechnologyInternetIntelligenceModel pillarsSociety 5.0 Healthcare: Ethics, Legal Rights, Human Rights, Safety and Security
Blenman K, Hull R, Maimela C, Molefi T, Khanyile R, Dlamini Z. Society 5.0 Healthcare: Ethics, Legal Rights, Human Rights, Safety and Security. 2023, 267-291. DOI: 10.1007/978-3-031-36461-7_12.Peer-Reviewed Original ResearchArtificial intelligenceInvasion of privacySmart digital technologiesViolation of privacyOutdated datasetsMobile devicesAI workPatient dataPrivacyNew technologiesVariety of solutionsDigital technologiesBiased dataLow resourcesGathering of informationLack of transparencySociety 5.0Intellectual propertyTechnologyDecision-making processMedical devicesPotential solutionsEase of analysisData collectionGatheringArtificial Intelligence–Enhanced Drug Discovery and the Achievement of Next-Generation Human-Centered Health System
Mbatha S, Mulaudzi T, Mbita Z, Adeola H, Batra J, Blenman K, Dlamini Z. Artificial Intelligence–Enhanced Drug Discovery and the Achievement of Next-Generation Human-Centered Health System. 2023, 155-177. DOI: 10.1007/978-3-031-36461-7_7.Peer-Reviewed Original ResearchArtificial intelligenceMachine learningUses of AIDeep learning algorithmsArtificial intelligence technologyDiscovery processIncorporation of AIInformation-intensive societyIntelligence technologyLearning algorithmHealth care systemHuman-centered societyVast amountComprehensive solutionDevelopment processDesign processChallenges of availabilityDrug discovery processCare systemClinical dataIntelligenceSociety 5.0Health needsPhysical spaceComputational model