scValue: value-based subsampling of large-scale single-cell transcriptomic data for machine and deep learning tasks - Huang, Li; Gong, Weikang; Chen, Dongsheng (Briefings in bioinformatics, 2025)
Keywords: Algorithms; Annotations; Biological effects; Cognitive tasks; Computational Biology - methods; Computer applications; Computing time; Datasets; Deconvolution; Deep Learning; Gene Expression Profiling; Humans; Labels; Learning algorithms; Lymphocytes T; Machine Learning; Metric space; Problem Solving Protocol; Representations; RNA-Seq; Single-Cell Analysis - methods; Software; Source code; Transcriptome; Transcriptomics; Transfer learning; machine and deep learning; single-cell transcriptomics; cell type analysis; data valuation; subsampling