Author

Miguel Thomas

Centre de Coopération Internationale en Recherche Agronomique pour le Développement

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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Plant Biology· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:cell-cell communication· 1 Assay:imaging· 1 Organism:virus· 1

Frequent Co-Authors

Charles G. RomieuiD· 1 shared Cyrille DelpierreiD· 1 shared Elias Motelica-Heino· 1 shared Emmanuel DoumardiD· 1 shared Félix Furger· 1 shared Flora TavernieriD· 1 shared Julien AligoniD· 1 shared Loïc Le CunffiD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperPlant Biology

Charles G. RomieuORCID

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2 papers

Recent·Most cited

A Single-Graph Visualization to Reveal Hidden Explainability Patterns of SHAP Feature Interactions in Machine Learning for Biomedical Issues

Félix Furger, Julien Aligon, Miguel Thomas, Emmanuel Doumard, Cyrille Delpierre, Louis Casteilla, Paul Monsarrat

The paper introduces a visualization method to analyze SHAP feature interactions in ML models for biomedical applications, revealing hidden patterns of explainability.

PLOS complex systems. · Sep 4, 2025Peer-reviewedSystems Biology

In situ near-infrared non-destructive monitoring of sugar accumulation reveals that single berries ripening takes only 20 days

Flora Tavernier, Elias Motelica-Heino, Miguel Thomas, Theresa Herbold, Mengyao Shi, Loïc Le Cunff, Charles G. Romieu, Vincent Segura

The paper uses near-infrared spectroscopy to monitor sugar and acid changes in individual berries, finding that single berries ripen faster than mixed samples.

Quantitative Plant Biology · Jan 1, 2025Peer-reviewedPlant Biology