Breast cancer nuclei segmentation and classification based on a deep learning approach

One of the most popular methods in the diagnosis of breast cancer is fine-needle biopsy without aspiration. Cell nuclei are the most important elements of cancer diagnostics based on cytological images. Therefore, the first step of successful classification of cytological images is effective automat...

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Bibliographic Details
Main Authors: Kowal Marek, Skobel Marcin, Gramacki Artur, Korbicz Józef
Format: Article
Language:English
Published: Sciendo 2021-03-01
Series:International Journal of Applied Mathematics and Computer Science
Subjects:
Online Access:https://doi.org/10.34768/amcs-2021-0007