Back to search

Article

scPanel: A tool for automatic identification of sparse gene panels for generalizable patient classification using scRNA-seq datasets

2024-04-11

Abstract excerpt

Single-cell RNA sequencing (scRNA-seq) technologies can generate transcriptomic profiles at a single-cell resolution in large patient cohorts, facilitating discovery of gene and cellular biomarkers for disease. Yet, when the number of biomarker genes is large the translation to clinical applications is challenging due to prohibitive sequencing costs. Here we introduce scPanel, a computational framework designed to...

Topics

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

Identifiers and source

Literature Corpus work
694c8f22-2953-5741-b287-398e7fa89552
DOI
10.1101/2024.04.09.588647
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.
scPanel: A tool for automatic identification of sparse gene panels for generalizable patient classification using scRNA-seq datasetsDOI 10.1101/2024.04.09.588647
Select a neighboring publication to make it the new centre.