Author

Andrea Della Valle

Università di Camerino

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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 PeraliiD· 1 shared Gregorio SonsiniiD· 1 shared Massimo UbaldiiD· 1 shared Roberto CiccocioppoiD· 1 shared Sara De CarloiD· 1 shared Sebastiano PilatiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Andrea PeraliORCID

Mutual co-authors in cluster

Author profile →

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