Author

Jacob Bradley

Canon Medical Research Europe (United Kingdom)ORCID 0000-0003-1616-4969Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Assay:DNA methylation· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Ana Mafalda CavaleiroiD· 1 shared Diego Borges-RiveraiD· 1 shared George LansdowniD· 1 shared Ian Poole· 1 shared James Lesh· 1 shared Jeremy P. VoiseyiD· 1 shared Michael B. MayhewiD· 1 shared Murray CutforthiD· 1 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperBioinformatics

Ana Mafalda CavaleiroORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintSep 10, 2025

Evaluating Multiomics Integration Architectures for Training With Structured Missingness

Simon Fisher, Jacob Bradley, George Lansdown…·Jeremy P. Voisey

This study evaluates integration strategies for multimodal bioinformatics data with structured missingness, finding late integration and logistic regression models perform best in breast cancer subtyping.

DOI 10.1101/2025.09.10.672554

humanbulk RNA-seq

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BioinformaticsbioRxivPreprintJan 16, 2023

Hierarchical Bayesian modeling identifies key considerations in the development of quantitative loop-mediated isothermal amplification assays

Jacob Bradley, Diego Borges-Rivera, Ana Mafalda Cavaleiro, Michael B. Mayhew

The paper develops hierarchical Bayesian models to analyze LAMP amplification data and identifies factors affecting assay resolution using clinical samples and synthetic data.

DOI 10.1101/2023.01.16.524143

humanDNA methylation

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