Author

Cassidy Nelson

University of OxfordORCID 0000-0003-0934-8313Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Synthetic Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Alejandro Acelas· 1 shared Amee R. MangesiD· 1 shared Clayton MacDonald· 1 shared Hanna PályaiD· 1 shared Induja Chandrakumar· 1 shared Kerstin LocheriD· 1 shared Kevin FlyangoltsiD· 1 shared Marthe CharlesiD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperSynthetic Biology

Alejandro Acelas

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2 papers

Recent·Most cited

Synthetic BiologyFrontiers in Bioengineering and BiotechnologyPeer-reviewedJul 13, 2026

Evaluating AI-Assisted Customer Verification for Synthetic Nucleic Acid Screening

Alejandro Acelas, Hanna Pálya, Kevin Flyangolts…·Cassidy Nelson

This study evaluates AI tools for synthetic nucleic acid legitimacy screening, finding AI can match human performance at a fraction of the cost.

2 citationstop 3%

machine learning (classical)benchmarking

𝕏 PostBluesky

BioinformaticsCommunications BiologyPeer-reviewedFeb 22, 2022

BugSplit: highly accurate taxonomic binning of metagenomic assemblies enables genome-resolved metagenomics

Induja Chandrakumar, Nick P.G. Gauthier, Cassidy Nelson…·Samuel D. Chorlton

BugSplit improves taxonomic binning of metagenomic assemblies, enabling accurate detection of novel pathogens and separation of pathogen from host and microbiota sequences.

23 citations

metagenomicsstatistical model

𝕏 PostBluesky