A multi-phase deep CNN based mitosis detection framework for breast cancer histopathological images

The mitotic activity index is a key prognostic measure in tumour grading. Microscopy based detection of mitotic nuclei is a significant overhead and necessitates automation. This work proposes deep CNN based multi-phase mitosis detection framework “MP-MitDet” for mitotic nuclei identification in bre...

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Detalles Bibliográficos
Autores principales: Sohail, Anabia, Khan, Asifullah, Wahab, Noorul, Zameer, Aneela, Khan, Saranjam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7973714/
https://www.ncbi.nlm.nih.gov/pubmed/33737632
http://dx.doi.org/10.1038/s41598-021-85652-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7973714/
https://www.ncbi.nlm.nih.gov/pubmed/33737632
http://dx.doi.org/10.1038/s41598-021-85652-1

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