Author

Elena Guerini‐Rocco

University of MilanORCID 0000-0003-2001-7582Unclaimed 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:cell-cell communication· 1 Assay:clinical cohort / trial· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Antonio MarraiD· 1 shared Britta WeigeltiD· 1 shared Chiara FrascarelliiD· 1 shared Chiara Maria Lavinia LoeffleriD· 1 shared Elisabetta MunzoneiD· 1 shared Eltjona ManeiD· 1 shared Evan David PauliD· 1 shared Fresia G. ParejaiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPathology

Antonio MarraORCID

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1 paper

Recent·Most cited

Multimodal histopathologic models stratify hormone receptor-positive early breast cancer

Kevin Michael Boehm, Omar S. M. El Nahhas, Antonio Marra, Michele Waters, Justin Jee, Lior Zvi Braunstein, Nikolaus D. Schultz, Pier Selenica, Hannah Yong Wen, Britta Weigelt, Evan David Paul, Pavol Čekan, Ramona Erber, Chiara Maria Lavinia Loeffler, Elena Guerini‐Rocco, , Jakob Nikolas Kather

This paper develops a multimodal transformer model using H&E images and text reports to predict recurrence scores in hormone receptor-positive breast cancer, achieving high accuracy and generalizability.

Nature Communications · Mar 1, 2025Peer-reviewedPathology