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Assessment of Ki-67 proliferation index with deep learning in DCIS (ductal carcinoma in situ)

The proliferation index (PI) is crucial in histopathologic diagnostics, in particular tumors. It is calculated based on Ki-67 protein expression by immunohistochemistry. PI is routinely evaluated by a visual assessment of the sample by a pathologist. However, this approach is far from ideal due to i...

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Detalles Bibliográficos
Autores principales: Fulawka, Lukasz, Blaszczyk, Jakub, Tabakov, Martin, Halon, Agnieszka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8873444/
https://www.ncbi.nlm.nih.gov/pubmed/35210450
http://dx.doi.org/10.1038/s41598-022-06555-3