MaskMitosis: a deep learning framework for fully supervised, weakly supervised, and unsupervised mitosis detection in histopathology images.

Counting the mitotic cells in histopathological cancerous tissue areas is the most relevant indicator of tumor grade in aggressive breast cancer diagnosis. In this paper, we propose a robust and accurate technique for the automatic detection of mitoses from histological breast cancer slides using th...

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Detalles Bibliográficos
Publicado en:Medical & Biological Engineering & Computing Vol. 58; no. 7; pp. 1603 - 1624
Autores principales: Sebai, Meriem, Wang, Xinggang, Wang, Tianjiang
Formato: Journal Article
Publicado: Springer Nature Jul2020
Acceso en línea:Ver este registro en EBSCOhost