Lung Nodule CT Image Segmentation Model Based on Multiscale Dense Residual Neural Network

To solve the problem of the low segmentation accuracy of lung nodule CT images using U-Net, an improved method for segmentation of lung nodules by U-Net was proposed. Initially, the dense network connection and sawtooth expanded convolution design was added to the feature extraction part, and a loca...

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Bibliographic Details
Main Authors: Xinying Zhang, Shanshan Kong, Yang Han, Baoshan Xie, Chunfeng Liu
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/6/1363