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cs.LG2025
Cell-ontology guided transcriptome foundation model
Xinyu Yuan, Zhihao Zhan, Zuobai Zhang +5
Transcriptome foundation models TFMs hold great promises of deciphering the transcriptomic language that dictate diverse cell functions by self-supervised learning on large-scale s…
cs.LG2024
Joint Analysis of Single-Cell Data across Cohorts with Missing Modalities
Marianne Arriola, Weishen Pan, Manqi Zhou +3
Joint analysis of multi-omic single-cell data across cohorts has significantly enhanced the comprehensive analysis of cellular processes. However, most of the existing approaches f…