Sternberg, Michael J.E.

The Phyre2 web portal for protein modeling, prediction and analysis

Kelley, L. A., Mezulis, S., Yates, C. M., Wass, M. N., & Sternberg, M. J. E. (2015) · Nature Protocols

Protein Structure and DynamicsEnzyme Structure and Function

Cited by 9,652

A large-scale evaluation of computational protein function prediction

Radivojac, P., Clark, W. T., Oron, T. R., Schnoes, A. M., Wittkop, T., Sokolov, A., Graim, K., Funk, C., Verspoor, K., Ben-Hur, A., et al. (2013) · Nature Methods

Bioinformatics and Genomic NetworksMachine Learning in Bioinformatics

Cited by 1,028

CAPRI: A Critical Assessment of PRedicted Interactions

Janin, J., Henrick, K., Moult, J., Eyck, L. T., Sternberg, M. J. E., Vajda, S., Vakser, I., & Wodak, S. J. (2003) · Proteins: Structure, Function, and Bioinformatics

Protein Structure and DynamicsEnzyme Structure and Function

Cited by 703

A Highly Conserved Program of Neuronal Microexons Is Misregulated in Autistic Brains

Irimia, M., Weatheritt, R. J., Ellis, J. D., Parikshak, N. N., Gonatopoulos-Pournatzis, T., Babor, M., Quesnel-Vallières, M., Tapial, J., Raj, B., O’Hanlon, D., et al. (2014) · Cell

RNA Research and SplicingRNA regulation and disease

Cited by 693

The AlphaFold Database of Protein Structures: A Biologist’s Guide

David, A., Islam, S., Tankhilevich, E., & Sternberg, M. J. E. (2022) · Journal of Molecular Biology

Protein Structure and DynamicsEnzyme Structure and Function

Cited by 268

Drug design by machine learning: the use of inductive logic programming to model the structure-activity relationships of trimethoprim analogues binding to dihydrofolate reductase.

King, R. D., Muggleton, S., Lewis, R. A., & Sternberg, M. J. (1992) · Proceedings of the National Academy of Sciences

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 219

Structure-based prediction of protein allostery

Greener, J. G., & Sternberg, M. J. (2018) · Current Opinion in Structural Biology

Protein Structure and DynamicsComputational Drug Discovery Methods

Cited by 91

PDBe-KB: collaboratively defining the biological context of structural data

PDBe-KB consortium, Varadi, M., Anyango, S., Armstrong, D., Berrisford, J., Choudhary, P., Deshpande, M., Nadzirin, N., Nair, S. S., Pravda, L., et al. (2022) · Nucleic Acids Research

Enzyme Structure and FunctionProtein Structure and Dynamics

Cited by 82

The Effect of Relational Background Knowledge on Learning of Protein Three-Dimensional Fold Signatures

Turcotte, M., Muggleton, S. H., & Sternberg, M. J. E. (2001) · Machine Learning

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 30

Missense3D-PPI: A Web Resource to Predict the Impact of Missense Variants at Protein Interfaces Using 3D Structural Data

Pennica, C., Hanna, G., Islam, S. A., Sternberg, M. J. E., & David, A. (2023) · Journal of Molecular Biology

Genomics and Rare DiseasesProtein Structure and Dynamics

Cited by 25