Author

R. S. Berman

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

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

A. Hatzimemos· 1 shared A. Tsirigos· 1 shared D. Donnelly· 1 shared D. Fenyo· 1 shared E. Esteva· 1 shared G. Jour· 1 shared I. Aifantis· 1 shared I. Osman· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperPathology

A. Hatzimemos

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1 paper

Recent·Most cited

PathologybioRxivPreprintAug 19, 2020

A Deep Learning Approach for Rapid Mutational Screening in Melanoma

R. Kim, S. Nomikou, N. Coudray…·A. Tsirigos

This paper develops a deep learning model to detect BRAF mutations in melanoma histopathology images using whole slide images from 256 patients, achieving AUC scores of 0.96 and 0.72.

DOI 10.1101/610311

humanimaging

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