Author

Marketa Samalova

Masaryk UniversityORCID 0000-0002-4373-5053Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Organism:plant (other)· 1

Frequent Co-Authors

Dominique Van Der StraeteniD· 1 shared Isiah ZaplanaiD· 1 shared Jan HejátkoiD· 1 shared Raul Sanchez‐MuñoziD· 1 shared Thomas DepaepeiD· 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 paperPlant Biology

Dominique Van Der StraetenORCID

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1 paper

Recent·Most cited

Plant BiologyNature CommunicationsPeer-reviewedMay 22, 2025

The molecular core of transcriptome responses to abiotic stress in plants: a machine learning-driven meta-analysis

Raul Sanchez‐Muñoz, Thomas Depaepe, Marketa Samalova…·Dominique Van Der Straeten

The paper identifies a core set of stress-related genes in plants using a machine learning-driven meta-analysis and provides a validated database for multi-stress resilience.

43 citations

plant (other)bulk RNA-seq

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