Freundlich, Joel S.

Open Source Bayesian Models. 1. Application to ADME/Tox and Drug Discovery Datasets

Clark, A. M., Dole, K., Coulon-Spektor, A., McNutt, A., Grass, G., Freundlich, J. S., Reynolds, R. C., & Ekins, S. (2015) · Journal of Chemical Information and Modeling

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 114

The natural product eugenol is an inhibitor of the ebola virus in vitro

Lane, T., Anantpadma, M., Freundlich, J. S., Davey, R. A., Madrid, P. B., & Ekins, S. (2019) · Pharmaceutical Research

Viral Infections and Outbreaks ResearchMedicinal Plant Research

Cited by 88

Machine learning models identify molecules active against the Ebola virus in vitro

Ekins, S., Freundlich, J. S., Clark, A. M., Anantpadma, M., Davey, R. A., & Madrid, P. (2015) · F1000Research

Computational Drug Discovery MethodsViral Infections and Outbreaks Research

Cited by 84

Ebola Virus Bayesian Machine Learning Models Enable New in Vitro Leads

Anantpadma, M., Lane, T., Zorn, K. M., Lingerfelt, M. A., Clark, A. M., Freundlich, J. S., Davey, R. A., Madrid, P. B., & Ekins, S. (2019) · ACS Omega

Computational Drug Discovery MethodsViral Infections and Outbreaks Research

Cited by 54

Predicting Mouse Liver Microsomal Stability with “Pruned” Machine Learning Models and Public Data

Perryman, A. L., Stratton, T. P., Ekins, S., & Freundlich, J. S. (2016) · Pharmaceutical Research

Computational Drug Discovery MethodsPharmacogenetics and Drug Metabolism

Cited by 50

Naïve Bayesian Models for Vero Cell Cytotoxicity

Perryman, A. L., Patel, J. S., Russo, R., Singleton, E., Connell, N., Ekins, S., & Freundlich, J. S. (2018) · Pharmaceutical Research

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 33

Addressing the Metabolic Stability of Antituberculars through Machine Learning

Stratton, T. P., Perryman, A. L., Vilchèze, C., Russo, R., Li, S.-G., Patel, J. S., Singleton, E., Ekins, S., Connell, N., Jacobs, W. R., et al. (2017) · ACS Medicinal Chemistry Letters

Computational Drug Discovery MethodsPharmacogenetics and Drug Metabolism

Cited by 14