2022
CertificateChain: decentralized healthcare training certificate management system using blockchain and smart contracts
Tellew J, Kuo T. CertificateChain: decentralized healthcare training certificate management system using blockchain and smart contracts. JAMIA Open 2022, 5: ooac019. PMID: 35571362, PMCID: PMC9097703, DOI: 10.1093/jamiaopen/ooac019.Peer-Reviewed Original ResearchCertificate management systemSingle-point-of-failureManagement systemAutomated smart contractsPublic Ethereum networkBlockchain networkEthereum networkOff-chainOn-chainSmart contractsBlockchain technologyConsensus protocolBlockchainWeb appDecentralized alternativeCentralized systemNetworkCentral databaseTrainingAlgorithmSystemTraining certificationDatabaseCertificationSoftware
2021
Previewable Contract-Based On-Chain X-Ray Image Sharing Framework for Clinical Research
Li M, Kuo T. Previewable Contract-Based On-Chain X-Ray Image Sharing Framework for Clinical Research. International Journal Of Medical Informatics 2021, 156: 104599. PMID: 34628257, PMCID: PMC8479449, DOI: 10.1016/j.ijmedinf.2021.104599.Peer-Reviewed Original ResearchConceptsSharing frameworkPreview featureSoftware consistBlockchain-based frameworkChest X-ray imagesBlockchain networkSoftware inconsistencySmart contractsMerging functionView imagesBlockchainImprove sharingX-ray imagesFrameworkImagesLatencyInteroperabilityImmutabilityNetworkFeaturesData analysisSoftwareCodePreviewDownstream data analysis
2020
The anatomy of a distributed predictive modeling framework: online learning, blockchain network, and consensus algorithm
Kuo T. The anatomy of a distributed predictive modeling framework: online learning, blockchain network, and consensus algorithm. JAMIA Open 2020, 3: 201-208. PMID: 32734160, PMCID: PMC7382618, DOI: 10.1093/jamiaopen/ooaa017.Peer-Reviewed Original ResearchBlockchain-based approachOnline machine learningSoftware development perspectiveProtect patient dataPrivacy technologiesBlockchain networkProgramming languageBlockchain technologyAlgorithmic objectivityImplementation detailsNon-determinismMachine learningSystem architectureBlockchainPatient dataDevelopment configurationAlgorithmTechnical componentsOnline learningSoftwareLearningTechnologyDesign detailsImplementationPrediction model