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Georgios Drakakis

University of Cambridge

21

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186

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Elucidating Compound Mechanism of Action and Predicting Cytotoxicity Using Machine Learning Approaches, Taking Prediction Confidence into Account

2019 Current protocols in chemical biology
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Chapter 11:Computational Modelling of Biological Responses to Engineered Nanomaterials

2017
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Polypharmacological in Silico Bioactivity Profiling and Experimental Validation Uncovers Sedative-Hypnotic Effects of Approved and Experimental Drugs in Rat

2017 ACS Chemical Biology
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Jaqpot Quattro: A Novel Computational Web Platform for Modeling and Analysis in Nanoinformatics

2017 Journal of Chemical Information and Modeling
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Answering scientific questions with linked European nanosafety data

2016 F1000Research
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Answering Scientific Questions with linked European Nanosafety Data.

2016
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eNanoMapper – A database and ontology framework for design and safety assessment of nanomaterials

2016 Toxicology Letters
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Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes

2016 Evidence-based Complementary and Alternative Medicine
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Deliverable Report D4.6 Tools for generating QMRF and QPRF reports

2016
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Comparing global and local likelihood score thresholds in multiclass laplacian-modified Naive Bayes protein target prediction.

2015 Combinatorial Chemistry & High Throughput Screening
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