Author

Marcella Bellani

University of VeronaORCID 0000-0003-1727-5396Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:imaging· 2 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:statistical model· 1

Frequent Co-Authors

Mary Louise PhillipsiD· 2 shared Paolo BrambillaiD· 2 shared Amanda RodrigueiD· 1 shared Andreas JanseniD· 1 shared Andriana KarukiD· 1 shared Anna Maria BianchiiD· 1 shared Arnaud PouchoniD· 1 shared Bartholomeus C. M. HaarmaniD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 38 mutual co-author links

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2 shared papersNeuroscience

Mary Louise PhillipsORCID

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2 papers

Recent·Most cited

NeuroscienceBiological PsychiatryPeer-reviewedMay 5, 2026

Structural Brain Network Alterations in Relation to Treatment and Illness Severity in Bipolar Disorder

Leila Nabulsi, Melody J.Y. Kang, Neda Jahanshad…·ENIGMA Bipolar Disorder Working Group

This study analyzes structural brain network changes in bipolar disorder, finding widespread connectivity disruptions linked to illness severity and medication use.

DOI 10.1016/j.biopsych.2026.04.020

humanimaging

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NeuroscienceArtificial Intelligence in MedicinePeer-reviewedJan 2, 2025

A generalizable normative deep autoencoder for brain morphological anomaly detection: application to the multi-site StratiBip dataset on bipolar disorder in an external validation framework.

Inês Won Sampaio, Emma Tassi, Marcella Bellani…·Eleonora Maggioni

This paper develops a deep autoencoder for detecting brain morphology anomalies in bipolar disorder using the StratiBip dataset, finding greater and more heterogeneous deviations in BD patients.

5 citations

humanimaging

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