LU-NET: An Improved U-Net for Ventricular Segmentation

In order to solve the problem of low accuracy of the U-Net in cardiac ventricular segmentation, we propose an improved U-net named LU-Net by the following three methods. First, in order to improve the efficiency and effectiveness of extracting the features of the original image, we combine U-net wit...

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Bibliographic Details
Main Authors: Jun Zhang, Jiazhuo Du, Hongpu Liu, Xiangdan Hou, Yihao Zhao, Mengyuan Ding
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8746074/