Author

Stephanie Robertson

Karolinska InstitutetORCID 0000-0002-9843-3028Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Johan HartmaniD· 1 shared Leslie SolorzanoiD· 1 shared Mattias RantalaineniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Johan HartmanORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 13, 2023

Ensembles for improved detection of invasive breast cancer in histological images

Leslie Solorzano, Stephanie Robertson, Johan Hartman, Mattias Rantalainen

This paper compares single and ensemble CNN models for detecting invasive breast cancer in histological images, finding ensembles improve accuracy across internal and external datasets.

DOI 10.1101/2023.04.13.536542

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