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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Publicado en:Diagnostics (Basel)
Autores principales: Boumaraf, Said, Liu, Xiabi, Wan, Yuchai, Zheng, Zhongshu, Ferkous, Chokri, Ma, Xiaohong, Li, Zhuo, Bardou, Dalal
Formato: Artigo
Lenguaje:Inglês
Publicado: MDPI 2021
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Article
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC8001768/
https://ncbi.nlm.nih.gov/pubmed/33809611
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/diagnostics11030528
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