John B. O. Mitchell

A machine learning approach to predicting protein–ligand binding affinity with applications to molecular docking

Pedro J. Ballester, John B. O. Mitchell · Bioinformatics · 2010 · 983 citations · Full text

Machine learning methods in chemoinformatics

John B. O. Mitchell · Wiley Interdisciplinary Reviews Computational Molecular Science · 2014 · 464 citations · Full text

Hit Identification, Engineering, Machine Learning +17

Random Forest Models To Predict Aqueous Solubility

David Scott Palmer, Noel M. O’Boyle, Robert C. Glen et al. · Journal of Chemical Information and Modeling · 2006 · 365 citations

Amino/Aromatic Interactions in Proteins: Is the Evidence Stacked Against Hydrogen Bonding?

John B. O. Mitchell, C. Lilian Nandi, Ian K. McDonald et al. · Journal of Molecular Biology · 1994 · 296 citations

Amino/aromatic Interactions, Protein Chemistry, Biochemistry +7

Protein folds and functions

Andrew C.R. Martin, Christine Orengo, E. Gail Hutchinson et al. · Structure · 1998 · 218 citations · Full text

Protein Function, Protein Assembly, Protein Folding +5