Conventional Machine Learning versus Deep Learning for Magnification Dependent Histopathological Breast Cancer Image Classification: A Comparative Study with Visual Explanation

Breast cancer is a serious threat to women. Many machine learning-based computer-aided diagnosis (CAD) methods have been proposed for the early diagnosis of breast cancer based on histopathological images. Even though many such classification methods achieved high accuracy, many of them lack the exp...

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Detalles Bibliográficos
Autores principales: Boumaraf, Said, Liu, Xiabi, Wan, Yuchai, Zheng, Zhongshu, Ferkous, Chokri, Ma, Xiaohong, Li, Zhuo, Bardou, Dalal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8001768/
https://www.ncbi.nlm.nih.gov/pubmed/33809611
http://dx.doi.org/10.3390/diagnostics11030528

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8001768/
https://www.ncbi.nlm.nih.gov/pubmed/33809611
http://dx.doi.org/10.3390/diagnostics11030528

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