Evaluating the performance of dropout imputation and clustering methods for single-cell RNA sequencing data
Junlin Xu, Lingyu Cui, Jujuan Zhuang, Yajie Meng, Pingping Bing, Binsheng He, Geng Tian, Choi Kwok Pui, Taoyang Wu, Bing Wang, Jialiang Yang
Topics & Concepts
Cluster analysisComputer scienceImputation (statistics)Data miningArtificial intelligenceHierarchical clusteringPattern recognition (psychology)Dropout (neural networks)Machine learningMissing dataSingle-cell and spatial transcriptomicsGene expression and cancer classificationExtracellular vesicles in disease