Author

Lucas Dubois

Inserm

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Approach:graph neural network· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Alexander Petrov· 1 shared Anđela Petrović· 1 shared Arnaud ÉchardiD· 1 shared Frédérique Cuvelier· 1 shared John Jack· 1 shared Marie Crouigneau· 1 shared Murielle P. Serres· 1 shared Nathalie Sassoon· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Alexander Petrov

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Proximity-Aware Graph Attention Networks for Spatially Resolved Cell-Cell Inference

Lucas Dubois, Alexander Petrov, John Jack

This paper introduces a proximity-aware graph attention network to infer cell-cell communication from spatial transcriptomics data, achieving improved performance over existing methods.

bioRxiv · Apr 23, 2026 · PreprintBioinformatics

Cut-Detector: A Tool for Automated Temporal Analysis of Late Cytokinetic Events

Thomas Bonte, Lucas Dubois, Paul Gagna, Rayane Dibsy, Anđela Petrović, Tamara Advedissian, Murielle P. Serres, Frédérique Cuvelier, Marie Crouigneau, Nathalie Sassoon, Neetu Gupta-Rossi, Stéphane Frémont, Arnaud Échard, Thomas Walter

Cut-Detector automates the analysis of cytokinesis timing from time-lapse microscopy movies by detecting microtubule cuts in intercellular bridges.

bioRxiv · Jun 6, 2025 · PreprintBioinformatics