Author

William Mwine

Delft University of TechnologyORCID 0009-0008-3232-6378Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Marcel J. T. ReindersiD· 1 shared Martijn LieftinckiD· 1 shared Timo VerlaaniD· 1 shared

Activity by Year

2025-2025 · 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

Marcel J. T. ReindersORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 6, 2025

A critical evaluation of Gene Ontology priors in biologically-informed neural networks

Timo Verlaan, Martijn Lieftinck, William Mwine, Marcel J. T. Reinders

This study evaluates the impact of Gene Ontology priors in biologically-informed neural networks using RNA-seq data, finding limited performance improvement and interpretability beyond predefined gene sets.

DOI 10.1101/2025.11.06.686983

humanbulk RNA-seq

𝕏 PostBluesky