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UMAP-assisted K-means clustering of large-scale SARS-CoV-2 mutation datasets

Yuta Hozumi, Rui Wang, Changchuan Yin, Guo‐Wei Wei

2021Computers in Biology and Medicine119 citationsDOIOpen Access PDF

Topics & Concepts

Cluster analysisJaccard indexDimensionality reductionComputer sciencePrincipal component analysisVisualizationGenomeBenchmark (surveying)Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Hierarchical clusteringComputational biologyData miningCoronavirus disease 2019 (COVID-19)BiologyArtificial intelligenceGeneticsGeneMedicineGeographyDiseaseCartographyPathologyInfectious disease (medical specialty)SARS-CoV-2 and COVID-19 ResearchCOVID-19 diagnosis using AIvaccines and immunoinformatics approaches
UMAP-assisted K-means clustering of large-scale SARS-CoV-2 mutation datasets | Litcius