Back to search

Article

Automated identification of Cell Types in Single Cell RNA Sequencing

2019-01-28

Abstract excerpt

Cell type identification is one of the major goals in single cell RNA sequencing (scRNA-seq). Current methods for assigning cell types typically involve the use of unsupervised clustering, the identification of signature genes in each cluster, followed by a manual lookup of these genes in the literature and databases to assign cell types. However, there are several limitations associated with these approaches, suc...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
f2b880d6-343e-58b5-a4c7-343d143d7033
DOI
10.1101/532093
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Automated identification of Cell Types in Single Cell RNA SequencingDOI 10.1101/532093
Select a neighboring publication to make it the new centre.