Author

George Papadatos

European Bioinformatics InstituteORCID 0000-0002-8314-7061Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1

Frequent Co-Authors

Adriaan P. IJzermaniD· 1 shared Brandon J. BongersiD· 1 shared Eelke Bart LenselinkiD· 1 shared Gerard J. P. van WesteniD· 1 shared Herman van VlijmeniD· 1 shared Niels ten Dijke· 1 shared Wojtek KowalczykiD· 1 shared

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2017-2017 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Adriaan P. IJzermanORCID

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1 paper

Recent·Most cited

BioinformaticsJournal of CheminformaticsPeer-reviewedAug 14, 2017

Beyond the Hype: Deep Neural Networks Outperform Established Methods Using A ChEMBL Bioactivity Benchmark Set

Eelke Bart Lenselink, Niels ten Dijke, Brandon J. Bongers…·Gerard J. P. van Westen

This study compares machine learning methods on a standardized ChEMBL dataset, finding deep neural networks outperform conventional methods in bioactivity prediction.

334 citationstop 1%

deep learningbenchmarking

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