Author

Nicholas J. Wilson

CSL (Australia)ORCID 0000-0002-5574-9516Unclaimed 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

Assay:bulk RNA-seq· 2 Organism:human· 2 Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Milica Ng· 2 shared Monther AlhamdooshiD· 2 shared Alberta Yik-Bun HoiiD· 1 shared Eric Francis MorandiD· 1 shared Eugene MaraskovskyiD· 1 shared Fabienne MackayiD· 1 shared Huy Huynh· 1 shared Julie M. Sheridan· 1 shared

Activity by Year

2016-2019 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 30 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

2 shared papersBioinformatics

Milica Ng

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Machine learning applied to whole-blood RNA-sequencing data uncovers distinct subsets of patients with systemic lupus erythematosus

William A. Figgett, Katherine Monaghan, Milica Ng, Monther Alhamdoosh, Eugene Maraskovsky, Nicholas J. Wilson, Alberta Yik-Bun Hoi, Eric Francis Morand, Fabienne Mackay

This paper uses machine learning on whole-blood RNA-seq data to stratify SLE patients into clusters, revealing gene expression patterns linked to disease activity and clinical outcomes.

Clinical & Translational Immunology · Jan 1, 2019Peer-reviewedBioinformatics

Combining multiple tools outperforms individual methods in gene set enrichment analyses

Monther Alhamdoosh, Milica Ng, Nicholas J. Wilson, Julie M. Sheridan, Huy Huynh, Michael J. Wilson, Matthew E. Ritchie

EGSEA combines twelve GSE algorithms to improve gene set enrichment results, outperforming individual methods on simulated and real data.

bioRxiv · Jul 8, 2016Bioinformatics