DSCA-Net: A depthwise separable convolutional neural network with attention mechanism for medical image segmentation

Accurate segmentation is a basic and crucial step for medical image processing and analysis. In the last few years, U-Net, and its variants, have become widely adopted models in medical image segmentation tasks. However, the multiple training parameters of these models determines high computation co...

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Bibliographic Details
Main Authors: Tong Shan, Jiayong Yan, Xiaoyao Cui, Lijian Xie
Format: Article
Language:English
Published: AIMS Press 2023-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023017?viewType=HTML