2024
Distributed management of patient data-sharing informed consents for clinical research
Pham A, Edelson M, Nouri A, Kuo T. Distributed management of patient data-sharing informed consents for clinical research. Computers In Biology And Medicine 2024, 180: 108956. PMID: 39121682, PMCID: PMC11380755, DOI: 10.1016/j.compbiomed.2024.108956.Peer-Reviewed Original ResearchBenefits of immutabilityBlockchain-based infrastructureMulti-site scenarioResearch Data AccessNode parallelismOn-chainNetwork nodesData accessAudit trailPatient privacyDistribution managementConsent mechanismsData categoriesNodesEfficient wayNetworkAutomated channelAccuracyQueryPrivacyImmutabilityOrchestrationConsent protocolDataExhaustive list
2022
Quorum-based model learning on a blockchain hierarchical clinical research network using smart contracts
Kuo T, Pham A. Quorum-based model learning on a blockchain hierarchical clinical research network using smart contracts. International Journal Of Medical Informatics 2022, 169: 104924. PMID: 36402113, PMCID: PMC9984225, DOI: 10.1016/j.ijmedinf.2022.104924.Peer-Reviewed Original ResearchConceptsSmart contractsPrivacy-preserving modelHierarchical learning algorithmBlockchain smart contractsProtect patient privacyLearning algorithmsNetwork of networksConsensus protocolModeling processPatient privacyQuorum mechanismHierarchical networkAvailability issuesNetworkPrediction correctnessIterative phasesPrediction modelPrivacyImmutabilityCapabilityHealthcare institutionsAlgorithmDatasetIterationLearning continuity
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