Author

E. Munzone

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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Pathology· 1

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

A. Marra· 1 shared B. Weigelt· 1 shared C. Frascarelli· 1 shared C. M. L. Loeffler· 1 shared E. D. Paul· 1 shared E. Guerini-Rocco· 1 shared E. Mane· 1 shared F. Pareja· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPathology

A. Marra

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Author profile →

1 paper

Recent·Most cited

Multimodal histopathologic models stratify hormone receptor-positive early breast cancer

K. M. Boehm, O. S. M. El Nahhas, A. Marra, P. Selenica, H. Y. Wen, B. Weigelt, E. D. Paul, P. Cekan, R. Erber, C. M. L. Loeffler, E. Guerini-Rocco, N. Fusco, C. Frascarelli, E. Mane, E. Munzone, , J. N. 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.

bioRxiv · Feb 23, 2024Pathology