Stephanie L. Guertin

This paper predicts influenza virus host tropism and zoonotic spillover risk using protein sequence embeddings, achieving high precision and recall scores across multiple host classifications.

The paper develops an algorithm for designing LAMP assays and a computer vision tool for analyzing colorimetric outputs to detect antimicrobial resistance in Vibrio cholerae.

The paper presents clade-specific PCR assays for mpox virus detection, improving accuracy and enabling clade identification during outbreaks.

This paper develops a rapid workflow for detecting and characterizing bacteremia pathogens using metagenomic sequencing and targeted PCR, achieving sensitivities of 1x10^6 and 1x10^5 cells/mL for untargeted and targeted detection, respectively.