Second-order ResU-Net for automatic MRI brain tumor segmentation

Tumor segmentation using magnetic resonance imaging (MRI) plays a significant role in assisting brain tumor diagnosis and treatment. Recently, U-Net architecture with its variants have become prevalent in the field of brain tumor segmentation. However, the existing U-Net models mainly exploit coarse...

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Bibliographic Details
Main Authors: Ning Sheng, Dongwei Liu, Jianxia Zhang, Chao Che, Jianxin Zhang
Format: Article
Language:English
Published: AIMS Press 2021-06-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:http://www.aimspress.com/article/doi/10.3934/mbe.2021251?viewType=HTML