Author

Stefano Berretti

University of FlorenceORCID 0000-0003-1219-4386Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Plant Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:plant (other)· 1

Frequent Co-Authors

Kate M. JohnsoniD· 1 shared Lorenzo MandelliiD· 1 shared Maurizio MencucciniiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperPlant Biology

Kate M. JohnsonORCID

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1 paper

Recent·Most cited

Plant BiologybioRxivPreprintAug 3, 2026

A data-driven approach to automate embolism detection in leaves

Lorenzo Mandelli, Kate M. Johnson, Stefano Berretti, Maurizio Mencuccini

This paper develops a neural network to automate embolism detection in OVT images, achieving accurate P50 measurements but lower spatial accuracy for embolism events.

DOI 10.64898/2026.07.31.741439

plant (other)imaging

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