Sotabase

Career

· Lecturer, The American College of Greece2018–
· PhD Student, University of Cambridge2011–2015
· BSc, Aristotle University of Thessaloniki
· Research Assistant, National Technical University of Athens (NTUA)
· CEO, Purposeful
· MSc, Trinity College Dublin
· Research Assistant, University of Cambridge
· MSc, University of Liverpool

Publications (18)

Target prediction utilising negative bioactivity data covering large chemical space
Journal of Cheminformatics · 2015
112
cited
Connecting gene expression data from connectivity map and in silico target predictions for small molecule mechanism-of-action analysis.
Molecular Biosystems · 2015
24
cited
Extending in silico mechanism-of-action analysis by annotating targets with pathways: application to cellular cytotoxicity readouts.
Future Medicinal Chemistry · 2014
19
cited
Extensions to In Silico Bioactivity Predictions Using Pathway Annotations and Differential Pharmacology Analysis: Application to Xenopus laevis Phenotypic Readouts
Molecular Informatics · 2013
16
cited
Jaqpot Quattro: A Novel Computational Web Platform for Modeling and Analysis in Nanoinformatics
Journal of Chemical Information and Modeling · 2017
16
cited
Diversity Selection of Compounds Based on ‘Protein Affinity Fingerprints’ Improves Sampling of Bioactive Chemical Space
Chemical Biology and Drug Design · 2013
15
cited
Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes
Evidence-Based Complementary and Alternative Medicine · 2016
13
cited
Polypharmacological in Silico Bioactivity Profiling and Experimental Validation Uncovers Sedative-Hypnotic Effects of Approved and Experimental Drugs in Rat.
ACS Chemical Biology · 2017
9
cited
Comparing global and local likelihood score thresholds in multiclass laplacian-modified Naive Bayes protein target prediction.
Combinatorial chemistry & high throughput screening · 2015
7
cited
Decision Trees for Continuous Data and Conditional Mutual Information as a Criterion for Splitting Instances.
Combinatorial chemistry & high throughput screening · 2016
7
cited
Using machine learning techniques for rationalising phenotypic readouts from a rat sleeping model
Journal of Cheminformatics · 2013
4
cited
Comparative mode-of-action analysis following manual and automated phenotype detection in Xenopus laevis
2014
2
cited
Elucidating Compound Mechanism of Action and Predicting Cytotoxicity Using Machine Learning Approaches, Taking Prediction Confidence into Account
Current Protocols in Chemical Biology · 2019
1
cited
eNanoMapper – A database and ontology framework for design and safety assessment of nanomaterials
2016
1
cited
Answering Scientific Questions with linked European Nanosafety Data
Workshop on Semantic Web Applications and Tools for Life Sciences · 2016
Chapter 11:Computational Modelling of Biological Responses to Engineered Nanomaterials
2017
Drug repurposing candidates against COVID-19
2020
Relating GPCRs pharmacological space based on ligands chemical similarities
Journal of Cheminformatics · 2013
Sotabase
Georgios Drakakis | Researcher Profile | Sotabase | Sotabase