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A comprehensive multi-domain dataset for mitotic figure detection

The prognostic value of mitotic figures in tumor tissue is well-established for many tumor types and automating this task is of high research interest. However, especially deep learning-based methods face performance deterioration in the presence of domain shifts, which may arise from different tumo...

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Detalles Bibliográficos
Autores principales: Aubreville, Marc, Wilm, Frauke, Stathonikos, Nikolas, Breininger, Katharina, Donovan, Taryn A., Jabari, Samir, Veta, Mitko, Ganz, Jonathan, Ammeling, Jonas, van Diest, Paul J., Klopfleisch, Robert, Bertram, Christof A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10368709/
https://www.ncbi.nlm.nih.gov/pubmed/37491536
http://dx.doi.org/10.1038/s41597-023-02327-4