2020
Recent Advances in Computer-Assisted Algorithms for Cell Subtype Identification of Cytometry Data
Liu P, Liu S, Fang Y, Xue X, Zou J, Tseng G, Konnikova L. Recent Advances in Computer-Assisted Algorithms for Cell Subtype Identification of Cytometry Data. Frontiers In Cell And Developmental Biology 2020, 8: 234. PMID: 32411698, PMCID: PMC7198724, DOI: 10.3389/fcell.2020.00234.Peer-Reviewed Original ResearchClustering toolsMulti-dimensional datasetsAvailable datasetsSuch datasetsSupervised toolsCell subtype identificationSuch toolsDatasetManual gatingLarge numberIdentification approachHigh-dimensional cytometryToolUsabilityNew generationCytometry dataAlgorithmClusteringCellular clusteringPopularityCurrent challengesFuture directionsSubtype identificationNumber of markersRecent advances
2011
Data standards for clinical research data collection forms: current status and challenges
Richesson R, Nadkarni P. Data standards for clinical research data collection forms: current status and challenges. Journal Of The American Medical Informatics Association 2011, 18: 341-346. PMID: 21486890, PMCID: PMC3078665, DOI: 10.1136/amiajnl-2011-000107.Peer-Reviewed Original ResearchConceptsClinical Research InformaticsStandards adoptionWorkflow supportStructured data collectionData itemsResearch informaticsData standardsTool requirementsStandards effortsSuch toolsTerminological standardsResearch data collectionClinical research applicationsContent standardsData collectionInteroperabilityCase report formsResearch applicationsAdoptionInformaticsResearch activitiesRetrievalToolFormal relationshipReuse
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