Author

Gregorio Sonsini

National Research CouncilORCID 0000-0001-7578-8929Unclaimed 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 Approach:experimental assay· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Alessandro TrevesiD· 1 shared Álvaro H. CrevennaiD· 1 shared Andrea Della Valle· 1 shared Andrea PeraliiD· 1 shared Diletta CavezzaiD· 1 shared Elvira De LeonibusiD· 1 shared Federica EspositoiD· 1 shared Giulia TorrominoiD· 1 shared

Activity by Year

2021-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperNeuroscience

Alessandro TrevesORCID

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2 papers

Recent·Most cited

NeuroscienceScientific ReportsPeer-reviewedJul 1, 2025

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

Andrea Della Valle, Sara De Carlo, Gregorio Sonsini…·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.

8 citationstop 5%

ratimaging

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NeurosciencebioRxivPreprintAug 7, 2021

Thalamo-hippocampal pathway regulates incidental memory load in mice

Giulia Torromino, Vittorio Loffredo, Diletta Cavezza…·Elvira De Leonibus

The paper shows that sex-dependent activation of the thalamo-hippocampal pathway affects incidental memory load in mice.

2 citations

mouseexperimental assay

𝕏 PostBluesky