Author

Quentin Vanhaelen

Insilico Medicine (United States)ORCID 0000-0002-4611-2046Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Alex A. ZhavoronkoviD· 1 shared Alexander M. AliperiD· 1 shared Artem V. ArtemoviD· 1 shared Eugene LaneiD· 1 shared Ivan V. OzeroviD· 1 shared

Activity by Year

2016-2018 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Alex A. ZhavoronkovORCID

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2 papers

Recent·Most cited

Systems BiologybioRxivPreprintAug 27, 2018

A note on stochastic modeling of biological systems: automatic generation of an optimized Gillespie algorithm

Quentin Vanhaelen

The paper presents an optimized Gillespie algorithm implementation for simulating large biological networks with delayed reactions and provides tools for automated code generation.

DOI 10.1101/395392

statistical modelbenchmarking

𝕏 PostBluesky

BioinformaticsbioRxivPreprintDec 29, 2016

Integrated deep learned transcriptomic and structure-based predictor of clinical trials outcomes

Artem V. Artemov, Eugene Lane, Quentin Vanhaelen…·Alex A. Zhavoronkov

The paper develops a deep learning pipeline to predict clinical trial outcomes using transcriptomic data, achieving 83% cross-validated accuracy and outperforming gene-based classifiers.

40 citations

bulk RNA-seqdeep learning

𝕏 PostBluesky