LIDER: cell embedding based deep neural network classifier for supervised cell type identification

Background Automatic cell type identification has been an urgent task for the rapid development of single-cell RNA-seq techniques. Generally, the current approach for cell type identification is to generate cell clusters by unsupervised clustering and later assign labels to each cell cluster with ma...

Full description

Bibliographic Details
Main Authors: Yachen Tang, Xuefeng Li, Mingguang Shi
Format: Article
Language:English
Published: PeerJ Inc. 2023-08-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/15862.pdf