Precision lung cancer screening from CT scans using a VGG16-based convolutional neural network

Precision lung cancer screening from CT scans using a VGG16-based convolutional neural network

ObjectiveThe research aims to develop an advanced and precise lung cancer screening model based on Convolutional Neural Networks (CNN).MethodsBased on the health medical big data platform of Shandong University, we developed a VGG16-Based CNN lung cancer screening model. This model was trained using...

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Bibliographic Details
Main Authors: Hua Xu, Yuanyuan Yu, Jie Chang, Xifeng Hu, Zitong Tian, Ouwen Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-08-01
Series:Frontiers in Oncology
Subjects:
lung cancer screening
medical image recognition
computed tomography scans
VGG16 architecture
convolutional neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2024.1424546/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2024.1424546/full

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