Author

Félix Furger

Centre National de la Recherche Scientifique

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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Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 1

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Cyrille DelpierreiD· 1 shared Emmanuel DoumardiD· 1 shared Julien AligoniD· 1 shared Louis CasteillaiD· 1 shared Miguel Thomas· 1 shared Paul MonsarratiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperSystems Biology

Cyrille DelpierreORCID

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1 paper

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