High-throughput metabolomics for the design and validation of a diauxic shift model
- Gabriel K Reder, Nikul K Soni, Otto I Savolainen, …, Alexander H Gower, Ievgeniia A Tiukova, Ross D King
- NPJ Syst Biol Appl, 10.1038/s41540-023-00274-9
Batched Bayesian Optimization for Drug Design in Noisy Environments
- Hugo Bellamy, Abbi Abdel Rehim, Oghenejokpeme I Orhobor, Ross King
- J Chem Inf Model, 10.1021/acs.jcim.2c00602
Improved prediction of gene expression through integrating cell signalling models with machine learning
- Nada Al Taweraqi, Ross D King
- BMC Bioinformatics, 10.1186/s12859-022-04787-8
A simple spatial extension to the extended connectivity interaction features for binding affinity prediction
- Oghenejokpeme I Orhobor, Abbi Abdel Rehim, Hang Lou, …, Hang Lou, Hao Ni, Ross D King
- None, 10.1098/rsos.211745
Testing the reproducibility and robustness of the cancer biology literature by robot
- Katherine Roper, A Abdel-Rehim, Sonya Hubbard, …, Andrey Rzhetsky, Larisa Soldatova, Ross D King
- J R Soc Interface, 10.1098/rsif.2021.0821
Transformational machine learning: Learning how to learn from many related scientific problems
- Ivan Olier, Oghenejokpeme I Orhobor, Tirtharaj Dash, …, Larisa N Soldatova, Joaquin Vanschoren, Ross D King
- Proc Natl Acad Sci U S A, 10.1073/pnas.2108013118
A Genetic Trap in Yeast for Inhibitors of SARS-CoV-2 Main Protease
- Hanna Alalam, Sunniva Sigurdardóttir, Catarina Bourgard, …, Ross D King, Morten Grøtli, Per Sunnerhagen
- mSystems, 10.1128/msystems.01087-21
Multi-task learning with a natural metric for quantitative structure activity relationship learning
- Noureddin Sadawi, Ivan Olier, Joaquin Vanschoren, …, Crina Grosan, Larisa Soldatova, Ross D King
- None, 10.1186/s13321-019-0392-1
Circulating BMP9 Protects the Pulmonary Endothelium during Inflammation-induced Lung Injury in Mice
- Wei Li, Lu Long, Xudong Yang, …, Sussan Nourshargh, Edwin R Chilvers, Nicholas W Morrell
- Am J Respir Crit Care Med, 10.1164/rccm.202005-1761oc
An evaluation of machine-learning for predicting phenotype: studies in yeast, rice, and wheat
- Nastasiya F Grinberg, Oghenejokpeme I Orhobor, Ross D King
- None, 10.1007/s10994-019-05848-5
Meta-QSAR: a large-scale application of meta-learning to drug design and discovery
- Ivan Olier, Noureddin Sadawi, G Richard Bickerton, …, Crina Grosan, Larisa Soldatova, Ross D King
- None, 10.1007/s10994-017-5685-x
Closed-loop cycles of experiment design, execution, and learning accelerate systems biology model development in yeast
- Anthony Coutant, Katherine Roper, Daniel Trejo-Banos, …, Celine Rouveirol, Larisa N Soldatova, Ross D King
- Proc Natl Acad Sci U S A, 10.1073/pnas.1900548116
Plasmodium dihydrofolate reductase is a second enzyme target for the antimalarial action of triclosan
- Elizabeth Bilsland, Liisa van Vliet, Kevin Williams, …, Victoria Jackson, Ross D King, Stephen G Oliver
- Sci Rep, 10.1038/s41598-018-19549-x