Author

Nassim Halli

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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Microbiology· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Bruno Burtschell· 1 shared Camille D. BrunetiD· 1 shared Jordan Belissard· 1 shared Luc Martin· 1 shared Maxime GougisiD· 1 shared Patrick Schiavone· 1 shared Prisca PerlemoineiD· 1 shared Yvan CaspariD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperMicrobiology

Bruno Burtschell

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1 paper

Recent·Most cited

Non-destructive label-free automated identification of bacterial colonies at the species level directly on agar media using digital holography and convolutional neural network algorithms

Prisca Perlemoine, Jordan Belissard, Bruno Burtschell, Nassim Halli, Luc Martin, Camille D. Brunet, Maxime Gougis, Patrick Schiavone, Yvan Caspar

This paper develops a non-destructive, label-free method for identifying bacterial colonies at the species level using digital holography and CNNs, achieving 86.6% accuracy on trained species.

Microbiology Spectrum · Jul 13, 2026Peer-reviewedMicrobiology