Author

Martin Damyanov

Delft University of Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Daniël J. VisiD· 1 shared Jonas Argelo· 1 shared Lodewyk F.A. WesselsiD· 1 shared Marcel J. T. ReindersiD· 1 shared Niek BrouweriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Daniël J. VisORCID

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1 paper

Recent·Most cited

Drug Response Prediction Provides a Biologically Relevant Benchmark for Perturbation Response Models

Niek Brouwer, Martin Damyanov, Jonas Argelo, Daniël J. Vis, Marcel J. T. Reinders, Lodewyk F.A. Wessels

The paper shows that drug response predictors trained on perturbation response model-generated profiles outperform those trained on baseline or pre-treatment profiles.

bioRxiv · Dec 11, 2025 · PreprintBioinformatics