Network Model for Lung Nodule Segmentation Based on Double Attention 3D-UNet

In order to improve the segmentation integrity of large pulmonary nodules and the segmentation accuracy of small pulmonary nodules in computer-aided diagnosis systems,this paper constructs a Double Attention 3D-UNet(DA 3D-UNet) for lung nodule segmentation.The traditional upsampling operation in the...

Full description

Bibliographic Details

Published in:	Jisuanji gongcheng
Main Author:	WANG Pan, QIANG Yan, YANG Xiaotang, HOU Tengxuan
Format:	Article
Language:	English
Published:	Editorial Office of Computer Engineering 2021-02-01
Subjects:	lung nodule segmentation|atrous convolution|attention module|3d-unet network|dupsampling structure
Online Access:	https://www.ecice06.com/fileup/1000-3428/PDF/20210244.pdf