Improved U-Net3+ with stage residual for brain tumor segmentation

Improved U-Net3+ with stage residual for brain tumor segmentation

Abstract Background For the encoding part of U-Net3+,the ability of brain tumor feature extraction is insufficient, as a result, the features can not be fused well during up-sampling, and the accuracy of segmentation will reduce. Methods In this study, we put forward an improved U-Net3+ segmentation...

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Bibliographic Details
Main Authors: Chuanbo Qin, Yujie Wu, Wenbin Liao, Junying Zeng, Shufen Liang, Xiaozhi Zhang
Format: Article
Language:English
Published: BMC 2022-01-01
Series:BMC Medical Imaging
Subjects:
Brain tumor segmentation
Stage Residual
U-Net3+
Full-scale connection
FRN
Online Access:https://doi.org/10.1186/s12880-022-00738-0

Internet

https://doi.org/10.1186/s12880-022-00738-0

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