Author

Stefano Ugliano

University of Cologne

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

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Adrian Simon· 1 shared Hussein Naji· 1 shared Juan I. PisulaiD· 1 shared Katarzyna BożekiD· 1 shared Paul Hahn· 1 shared Reinhard BüttneriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Adrian Simon

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1 paper

Recent·Most cited

Deep learning-based interpretable prediction of recurrence of diffuse large B-cell lymphoma

Hussein Naji, Paul Hahn, Juan I. Pisula, Stefano Ugliano, Adrian Simon, Reinhard Büttner, Katarzyna Bożek

This study develops a deep learning model to predict DLBCL recurrence using histological images, achieving an F1 score of 0.83 and identifying predictive nuclear features.

BJC Reports · May 20, 2025Peer-reviewedBioinformatics