Multi-feature Classification to Improve Colorimetric Loop-Mediated Isothermal Amplification Fidelity
Gabrielle Melton, Daniel Antonio Negrón, Kelsey Hauser, Sveta Jagannathan, Nicholas Tolli, Katharine Jennings, Bryan D. Necciai, Shanmuga Sozhamannan, 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.
Scientific Reports · Sep 15, 2026Peer-reviewedBioinformatics