Author
ORCID 0000-0001-7040-5108Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
Recent·Most cited
Steven Cook, Jason Chyba, Laura Gresoro…·William J. Godinez
This paper introduces a diffusion model that predicts high-content images based on compound bioactivity profiles, showing improved performance for chemically dissimilar compounds.
William J. Godinez, Vladimir Trifonov, Bin Fang…·Peter Skewes-Cox
The paper introduces TAT models to predict compound activity using dose-dependent transcriptomic profiles, achieving 51% assay prediction success and validating malaria inhibitor identification.
Éric Martin, Valery R. Polyakov, Xiang‐Wei Zhu…·Xin Liu
The paper introduces All-Assay-Max2 pQSAR, a multi-task machine learning method that achieves IC50 prediction accuracy comparable to 4-concentration experiments across 8,558 Novartis assays.