Breast Cancer Classification Based on Fully-Connected Layer First Convolutional Neural Networks

Breast Cancer Classification Based on Fully-Connected Layer First Convolutional Neural Networks

Both Wisconsin diagnostic breast cancer (WDBC) database and the Wisconsin breast cancer database (WBCD) are structured datasets described by cytological features. In this paper, we were seeking to identify ways improve the classification performance for each of the datasets based on convolutional ne...

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Bibliographic Details
Main Authors: Kui Liu, Guixia Kang, Ningbo Zhang, Beibei Hou
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Breast cancer
structured data
classification
fully-connected layer first
convolutional neural networks
Online Access:https://ieeexplore.ieee.org/document/8320289/

Internet

https://ieeexplore.ieee.org/document/8320289/

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