Boosted EfficientNet: Detection of Lymph Node Metastases in Breast Cancer Using Convolutional Neural Networks

Boosted EfficientNet: Detection of Lymph Node Metastases in Breast Cancer Using Convolutional Neural Networks

(1) Purpose: To improve the capability of EfficientNet, including developing a cropping method called Random Center Cropping (RCC) to retain the original image resolution and significant features on the images’ center area, reducing the downsampling scale of EfficientNet to facilitate the small reso...

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Bibliographic Details
Main Authors: Jun Wang, Qianying Liu, Haotian Xie, Zhaogang Yang, Hefeng Zhou
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Cancers
Subjects:
diagnosis
metastatic breast cancer
CNN
image classification
feature fusion
Online Access:https://www.mdpi.com/2072-6694/13/4/661

Internet

https://www.mdpi.com/2072-6694/13/4/661

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