Author

Cory Braker Scott

Colorado CollegeORCID 0000-0002-5561-2368Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 1 Approach:graph neural network· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Daniel P. LewinsohniD· 1 shared Donald F. ConradiD· 1 shared Katinka A. Vigh‐ConradiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Daniel P. LewinsohnORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedJun 1, 2023

Consensus Label Propagation with Graph Convolutional Networks for Single-Cell RNA Sequencing Cell Type Annotation

Daniel P. Lewinsohn, Katinka A. Vigh‐Conrad, Donald F. Conrad, Cory Braker Scott

This paper introduces a GCN-based method for automating and interpreting scRNA-seq cell type annotation, showing improved accuracy over consensus and neighbor majority approaches.

7 citations

scRNA-seqgraph neural network

𝕏 PostBluesky