A transfer learning-based novel fusion convolutional neural network for breast cancer histology classification

Xiangchun Yu
Xiangchun Yu
Miaomiao Liang
Miaomiao Liang
Qing Xu
Qing Xu
Lifang He
Lifang He

Multimedia Tools and Applications, pp.1-15, (2020)

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Abstract:

To train a convolutional neural network (CNN) from scratch is not suitable for medical image tasks with insufficient data. Benefiting from the transfer learning, the pre-trained CNN model can provide a reliable initial solution for model optimization of medical image classification. A key concern in breast cancer histology classification ...More

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