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A Two-Phase Mitosis Detection Approach Based on U-Shaped Network

This paper proposes a deep learning-based method for mitosis detection in breast histopathology images. A main problem in mitosis detection is that most of the datasets only have weak labels, i.e., only the coordinates indicating the center of the mitosis region. This makes most of the existing powe...

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Detalles Bibliográficos
Autor principal: Lu, Wenjing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8510810/
https://www.ncbi.nlm.nih.gov/pubmed/34651044
http://dx.doi.org/10.1155/2021/1722652