Author

Lorenzo Campini

Tampere UniversityORCID 0009-0006-7837-4768Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:database / resource· 1 Approach:deep learning· 1 Organism:human· 1 Approach:large language model· 1

Frequent Co-Authors

Alexandra SchaffertiD· 1 shared Angela SerraiD· 1 shared Antonio FedericoiD· 1 shared Cristina AccardiiD· 1 shared Dario GrecoiD· 1 shared Francesco Galardo· 1 shared G. Ciancaleoni· 1 shared Giusy del GiudiceiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Alexandra SchaffertORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 30, 2026

Integrating Semantic Retrieval, LLM-based Refinement, and Structured Expert Curation for Scalable AOP Gene Mapping

Alexandra Schaffert, Michele Fratello, Kaisla Kangas…·Dario Greco

The paper presents an AI workflow for mapping Key Events to genes in Adverse Outcome Pathways, improving accuracy and reducing manual effort through semantic retrieval, LLM refinement, and expert curation.

1 citation

humandeep learning

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