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