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List of works by Georgios Drakakis

Comparing global and local likelihood score thresholds in multiclass laplacian-modified Naive Bayes protein target prediction

scientific article published on January 2015

Connecting gene expression data from connectivity map and in silico target predictions for small molecule mechanism-of-action analysis.

scientific article

Diversity Selection of Compounds Based on ‘Protein Affinity Fingerprints’ Improves Sampling of Bioactive Chemical Space ⬇️

scientific article published on September 1, 2013

Extending in silico mechanism-of-action analysis by annotating targets with pathways: application to cellular cytotoxicity readouts

scientific article published on January 2014

Extensions to In Silico Bioactivity Predictions Using Pathway Annotations and Differential Pharmacology Analysis: Application to Xenopus laevis Phenotypic Readouts

scientific article

Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes

scientific article published on 18 February 2016

Relating GPCRs pharmacological space based on ligands chemical similarities.

scientific article published on 22 March 2013

Target prediction utilising negative bioactivity data covering large chemical space

scientific article (publication date: 2015)

Using machine learning techniques for rationalising phenotypic readouts from a rat sleeping model.

scientific article

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