Distribution‐Agnostic Deep Learning Enables Accurate Single‐Cell Data Recovery and Transcriptional Regulation Interpretation

Abstract Single‐cell RNA sequencing (scRNA‐seq) is a robust method for studying gene expression at the single‐cell level, but accurately quantifying genetic material is often hindered by limited mRNA capture, resulting in many missing expression values. Existing imputation methods rely on strict dat...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Yanchi Su, Zhuohan Yu, Yuning Yang, Ka‐Chun Wong, Xiangtao Li
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Wiley 2024-04-01
Цуврал:	Advanced Science
Нөхцлүүд:	imputation optimal transport single‐cell RNA sequencing
Онлайн хандалт:	https://doi.org/10.1002/advs.202307280
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!