Author

Sveta Jagannathan

NoblisORCID 0000-0001-5393-0162Unclaimed 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 Approach:machine learning (classical)· 1

Frequent Co-Authors

Bradley W. AbramsoniD· 1 shared Bryan D. NecciaiiD· 1 shared Daniel Antonio NegróniD· 1 shared Gabrielle Melton· 1 shared Katharine JenningsiD· 1 shared Kelsey Hauser· 1 shared Nicholas TolliiD· 1 shared Shanmuga SozhamannaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 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

Bradley W. AbramsonORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedSep 15, 2026

Multi-feature Classification to Improve Colorimetric Loop-Mediated Isothermal Amplification Fidelity

Gabrielle Melton, Daniel Antonio Negrón, Kelsey Hauser…·Bradley W. Abramson

The paper develops a machine learning model to improve LAMP assay design by identifying key thermodynamic features from primer sets, achieving high classification accuracy.

DOI 10.1038/s41598-026-70510-9

machine learning (classical)benchmarking

𝕏 PostBluesky