Eric Gifford

Extreme Gradient Boosting as a Method for Quantitative Structure–Activity Relationships

Robert P. Sheridan, Wei Min Wang, Andy Liaw et al. · Journal of Chemical Information and Modeling · 2016 · 513 citations

Engineering, Machine Learning, Machine Learning Tool +23

Using Open Source Computational Tools for Predicting Human Metabolic Stability and Additional Absorption, Distribution, Metabolism, Excretion, and Toxicity Properties

Rishi R. Gupta, Eric Gifford, Ted Liston et al. · Drug Metabolism and Disposition · 2010 · 87 citations

Development of CYP3A4 Inhibition Models: Comparisons of Machine-Learning Techniques and Molecular Descriptors

Rieko Arimoto, Madhu-Ashni Prasad, Eric Gifford · SLAS DISCOVERY · 2005 · 67 citations · Full text

Implementation of an ADME enabling selection and visualization tool for drug discovery

Chad Stoner, Eric Gifford, Charles J. Stankovic et al. · Journal of Pharmaceutical Sciences · 2004 · 50 citations

Drug Target, Engineering, Hit Identification +12

Improved QSARs for predictive toxicology of halogenated hydrocarbons

Steven Trohalaki, Eric Gifford, Ruth Pachter · Computers & Chemistry · 2000 · 44 citations

Predictive Toxicology, Medicine, Chemical Warfare Agent +6