Author

Lorenzo Aureli

Joint Genome Institute

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 Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Alexey E. KazakoviD· 1 shared Asaf LevyiD· 1 shared Axel ViseliD· 1 shared Clément CocletiD· 1 shared Heejung ChoiD· 1 shared Jonelle T. R. BassoiD· 1 shared Nimrod Nachmias· 1 shared Oluwamayowa AmusatiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperMicrobiology

Alexey E. KazakovORCID

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1 paper

Recent·Most cited

PhageTAILor leverages machine learning for phage tail-like elements detection and classification in plant-associated bacteria

Heejung Cho, Socheata Hour, Simon Roux, Clément Coclet, Oluwamayowa Amusat, Vivek K. Mutalik, Alexey E. Kazakov, Asaf Levy, Nimrod Nachmias, Lorenzo Aureli, Tyrome Sweet, Axel Visel, Ruben Michael Ceballos, Jonelle T. R. Basso

PhageTAILor uses LightGBM on 74 detector features to flag prophages and bacterial phage tail-like elements (tailocins, T6SS, eCIS), recovering 12 of 13 validated tailocins under leave-one-genus-out.

bioRxiv · Sep 1, 2026 · PreprintMicrobiology✦ In-depth digest