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MiNuGAN: Dual Segmentation of Mitoses and Nuclei Using Conditional GANs on Multi-center Breast H&E Images

Breast cancer is the second most commonly diagnosed type of cancer among women as of 2021. Grading of histopathological images is used to guide breast cancer treatment decisions and a critical component of this is a mitotic score, which is related to tumor aggressiveness. Manual mitosis counting is...

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Detalles Bibliográficos
Autores principales: Razavi, Salar, Khameneh, Fariba D., Nouri, Hana, Androutsos, Dimitrios, Done, Susan J., Khademi, April
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8860738/
https://www.ncbi.nlm.nih.gov/pubmed/35242442
http://dx.doi.org/10.1016/j.jpi.2022.100002