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Optimization of Deep Learning Network Parameters Using Uniform Experimental Design for Breast Cancer Histopathological Image Classification

Breast cancer, a common cancer type, is a major health concern in women. Recently, researchers used convolutional neural networks (CNNs) for medical image analysis and demonstrated classification performance for breast cancer diagnosis from within histopathological image datasets. However, the param...

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Detalles Bibliográficos
Autores principales: Lin, Cheng-Jian, Jeng, Shiou-Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7555941/
https://www.ncbi.nlm.nih.gov/pubmed/32882935
http://dx.doi.org/10.3390/diagnostics10090662