Research Fellow

Publications

Benchmarking the Predictive Power of Ligand Efficiency Indices in QSAR
I Cortes-Ciriano
J Chem Inf Model
(2016)
56
Bioalerts: a python library for the derivation of structural alerts from bioactivity and toxicity data sets
I Cortes-Ciriano
Journal of cheminformatics
(2016)
8
Improving the prediction of organism-level toxicity through integration of chemical, protein target and cytotoxicity qHTS data†
CHG Allen, A Koutsoukas, I Cortés-Ciriano, DS Murrell, TE Malliavin, RC Glen, A Bender
Toxicology research
(2016)
5
Current Trends in Drug Sensitivity Prediction
I Cortes-Ciriano, LH Mervin, A Bender
CURRENT PHARMACEUTICAL DESIGN
(2016)
22
Improved Chemical Structure-Activity Modeling Through Data Augmentation.
I Cortes-Ciriano, A Bender
J Chem Inf Model
(2015)
55
How Consistent are Publicly Reported Cytotoxicity Data? Large‐Scale Statistical Analysis of the Concordance of Public Independent Cytotoxicity Measurements
I Cortés-Ciriano, A Bender
ChemMedChem
(2015)
11
Improved large-scale prediction of growth inhibition patterns using the NCI60 cancer cell line panel
I Cortés-Ciriano, GJP van Westen, G Bouvier, M Nilges, JP Overington, A Bender, TE Malliavin
Bioinformatics (Oxford, England)
(2015)
32
Chemically Aware Model Builder (camb): An R package for property and bioactivity modelling of small molecules
DS Murrell, I Cortes-Ciriano, GJP van Westen, IP Stott, A Bender, TE Malliavin, RC Glen
Journal of Cheminformatics
(2015)
7
Comparing the Influence of Simulated Experimental Errors on 12 Machine Learning Algorithms in Bioactivity Modeling Using 12 Diverse Data Sets
I Cortes-Ciriano, A Bender, TE Malliavin
Journal of Chemical Information and Modeling
(2015)
55
Temperature Accelerated Molecular Dynamics with Soft-Ratcheting Criterion Orients Enhanced Sampling by Low-Resolution Information
I Cortes-Ciriano, G Bouvier, M Nilges, L Maragliano, TE Malliavin
Journal of Chemical Theory and Computation
(2015)
11