Author

Soizic Prado

Centre National de la Recherche ScientifiqueORCID 0000-0002-8071-9642Unclaimed 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:cell-cell communication· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1 Assay:multiome· 1 Organism:plant (other)· 1

Frequent Co-Authors

Hayato YoshiokaiD· 1 shared Hiroyoshi IwataiD· 1 shared Pavla DebeljakiD· 1 shared Yasunori IchihashiiD· 1 shared Yushiro FujiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Hayato YoshiokaORCID

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1 paper

Recent·Most cited

Interpretable multi-omics machine learning reveals drought-driven shifts in plant-microbe interactions

Hayato Yoshioka, Pavla Debeljak, Soizic Prado, Yushiro Fuji, Yasunori Ichihashi, Hiroyoshi Iwata

The paper uses interpretable machine learning to analyze multi-omics data from soybean under drought stress, identifying key biomarkers and interactions influencing plant phenotypes.

Environmental Microbiome · Apr 10, 2026Peer-reviewedBioinformatics