Breast cancer detection: Shallow convolutional neural network against deep convolutional neural networks based approach

Breast cancer detection: Shallow convolutional neural network against deep convolutional neural networks based approach

Introduction: Of all the cancers that afflict women, breast cancer (BC) has the second-highest mortality rate, and it is also believed to be the primary cause of the high death rate. Breast cancer is the most common cancer that affects women globally. There are two types of breast tumors: benign (le...

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Bibliographic Details
Main Authors: Himanish Shekhar Das, Akalpita Das, Anupal Neog, Saurav Mallik, Kangkana Bora, Zhongming Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Genetics
Subjects:
breast cancer
medical imaging
deep learning
convolutional neural networks
transfer learning
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2022.1097207/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2022.1097207/full

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