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Georgios Drakakis

Publications

Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes
SZ Mohamad Zobir, F Mohd Fauzi, S Liggi, G Drakakis, X Fu, T-P Fan, A Bender
– Evidence-based Complementary and Alternative Medicine : eCAM
(2016)
2016,
1
Answering scientific questions with linked European nanosafety data
E Willighagen, M Rautenberg, D Gebele, L Rieswijk, F Ehrhart, J Chang, G Drakakis, P Nymark, P Kohonen, G Owen, H Sarimveis, C Helma, N Jeliazkova
– CEUR Workshop Proceedings
(2016)
1795,
Decision Trees for Continuous Data and Conditional Mutual Information as a Criterion for Splitting Instances.
G Drakakis, S Moledina, C Chomenidis, P Doganis, H Sarimveis
– Comb Chem High Throughput Screen
(2016)
19,
423
Comparing global and local likelihood score thresholds in multiclass laplacian-modified Naive Bayes protein target prediction.
G Drakakis, A Koutsoukas, SC Brewerton, MJ Bodkin, DA Evans, A Bender
– Comb Chem High Throughput Screen
(2015)
18,
323
Target prediction utilising negative bioactivity data covering large chemical space.
LH Mervin, AM Afzal, G Drakakis, R Lewis, O Engkvist, A Bender
– Journal of Cheminformatics
(2015)
7,
51
Extending in silico mechanism-of-action analysis by annotating targets with pathways: application to cellular cytotoxicity readouts.
S Liggi, G Drakakis, A Koutsoukas, I Cortes-Ciriano, P Martínez-Alonso, TE Malliavin, A Velazquez-Campoy, SC Brewerton, MJ Bodkin, DA Evans, RC Glen, JA Carrodeguas, A Bender
– Future Med Chem
(2014)
6,
2029
Connecting gene expression data from connectivity map and in silico target predictions for small molecule mechanism-of-action analysis
AC Ravindranath, N Perualila-Tan, A Kasim, G Drakakis, S Liggi, SC Brewerton, D Mason, MJ Bodkin, DA Evans, A Bhagwat, W Talloen, HWH Göhlmann, Z Shkedy, A Bender, QSTAR Consortium
– Molecular bioSystems
(2015)
11,
86
Comparative mode-of-action analysis following manual and automated phenotype detection in Xenopus laevis
G Drakakis, AE Hendry, K Hanson, SC Brewerton, MJ Bodkin, DA Evans, GN Wheeler, A Bender
– MedChemComm
(2014)
5,
386
Extensions to in silico bioactivity predictions using pathway annotations and differential pharmacology analysis: Application to xenopus laevis phenotypic readouts
S Liggi, G Drakakis, AE Hendry, KM Hanson, SC Brewerton, GN Wheeler, MJ Bodkin, DA Evans, A Bender
– Mol Inform
(2013)
32,
1009
Diversity Selection of Compounds Based on ‘Protein Affinity Fingerprints’ Improves Sampling of Bioactive Chemical Space
HP Nguyen, A Koutsoukas, F Mohd Fauzi, G Drakakis, M Maciejewski, RC Glen, A Bender
– Chem Biol Drug Des
(2013)
82,
252
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Research Group

Telephone number

01223 763078 (shared)

Email address

gd356@cam.ac.uk