Author

Chiara Riccardi

University of TrentoORCID 0009-0006-1622-2179Unclaimed 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 Approach:deep learning· 1 Approach:experimental assay· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Gabriele AmorosinoiD· 1 shared Jorge JovicichiD· 1 shared Luca ZigiottoiD· 1 shared Ludovico ColettaiD· 1 shared Paolo AvesaniiD· 1 shared Silvio SarubboiD· 1 shared Sofia Ghezzi· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Gabriele AmorosinoORCID

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1 paper

Recent·Most cited

NeuroscienceMedical Image AnalysisPeer-reviewedAug 22, 2025

Supervised white matter bundle segmentation in glioma patients with transfer learning

Chiara Riccardi, Ludovico Coletta, Sofia Ghezzi…·Paolo Avesani

This paper evaluates transfer learning for adapting a deep learning model trained on healthy data to segment white matter bundles in glioma patients, finding performance drops due to domain shift and partial success of transfer learning.

3 citations

humanimaging

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