Author

Sebastiano Pilati

Università di CamerinoORCID 0000-0002-4845-6299Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:rat· 1

Frequent Co-Authors

Andrea Della Valle· 1 shared Andrea PeraliiD· 1 shared Gregorio SonsiniiD· 1 shared Massimo UbaldiiD· 1 shared Roberto CiccocioppoiD· 1 shared Sara De CarloiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Andrea Della Valle

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1 paper

Recent·Most cited

Machine Learning-Based Model for Behavioral Analysis in Rodents: Application to the Forced Swim Test

Andrea Della Valle, Sara De Carlo, Gregorio Sonsini, Sebastiano Pilati, Andrea Perali, Massimo Ubaldi, Roberto Ciccocioppo

The paper introduces a machine learning model using 3D RCNN to automate behavioral analysis in the Forced Swim Test, accurately distinguishing swimming, climbing, and immobility behaviors in rodents.

Scientific Reports · Jul 1, 2025Peer-reviewedNeuroscience