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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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:Diagnostics (Basel)
मुख्य लेखकों: Boumaraf, Said, Liu, Xiabi, Wan, Yuchai, Zheng, Zhongshu, Ferkous, Chokri, Ma, Xiaohong, Li, Zhuo, Bardou, Dalal
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: MDPI 2021
विषय:
ऑनलाइन पहुंच: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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