2023
The IMPACT framework and implementation for accessible in silico clinical phenotyping in the digital era
Wen A, He H, Fu S, Liu S, Miller K, Wang L, Roberts K, Bedrick S, Hersh W, Liu H. The IMPACT framework and implementation for accessible in silico clinical phenotyping in the digital era. Npj Digital Medicine 2023, 6: 132. PMID: 37479735, PMCID: PMC10362064, DOI: 10.1038/s41746-023-00878-9.Peer-Reviewed Original ResearchAlgorithm development processEase of adoptionDigital health applicationsSoftware applicationsPhenotyping tasksExample implementationInterested usersReusable toolsManual abstractionSuch tasksDevelopment processHealth applicationsDigital eraFoundational requirementCost requirementsTaskImplementationSilico meansFrameworkPotential solutionsRequirementsUsersDatasetAbstractionApplications
2014
Big Log Analysis for E-Learning Ecosystem
Zheng Q, He H, Ma T, Xue N, Li B, Dong B. Big Log Analysis for E-Learning Ecosystem. 2014, 258-263. DOI: 10.1109/icebe.2014.51.Peer-Reviewed Original ResearchLog analysisLow latency requirementsE-learningMulti-dimensional correlationLog collectionStable serviceLog dataArchitectureRapid developmentWhole life cycleComplicated characteristicsComputationExperimental implementationServicesLogsVariety of methodsComplexityImplementationLife cycleDemandRequirements