Author

Martin S. Krejca

Centre National de la Recherche ScientifiqueORCID 0000-0002-1765-1219Unclaimed 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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Approach:statistical model· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1

Frequent Co-Authors

Benno SchwikowskiiD· 2 shared Carola DoerriD· 2 shared Océane FourquetiD· 2 shared Daria AfentevaiD· 1 shared Kaiyang ZhangiD· 1 shared Sampsa HautaniemiiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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2 shared papersSystems Biology

Benno SchwikowskiORCID

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2 papers

Recent·Most cited

Systems BiologyBioinformatics AdvancesPeer-reviewedJan 1, 2026

Identification of Monotonically Classifying Pairs of Genes for Ordinal Disease Outcomes

Océane Fourquet, Daria Afenteva, Kaiyang Zhang…·Benno Schwikowski

This study extends a gene pair classification method to ordinal outcomes, showing comparable performance with higher interpretability in glioblastoma and ovarian cancer.

1 citation

humanbulk RNA-seq

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BioinformaticsBMC BioinformaticsPeer-reviewedSep 2, 2025

Towards the Genome-scale Discovery of Bivariate Monotonic Classifiers

Océane Fourquet, Martin S. Krejca, Carola Doerr, Benno Schwikowski

The paper introduces fastBMC, an algorithm that accelerates the identification of bivariate monotonic classifiers, improving classification performance on clinical datasets.

2 citations

statistical modelbenchmarking

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