MLU-Net: A Multi-Level Lightweight U-Net for Medical Image Segmentation Integrating Frequency Representation and MLP-Based Methods

Author:

Feng Liping1,Wu Kepeng2ORCID,Pei Ziyi3ORCID,Weng Tengfei4ORCID,Han Qi2ORCID,Meng Lun2ORCID,Qian Xin2ORCID,Xu Hongxiang2ORCID,Qiu Zicheng2,Li Zhong2,Tian Yuan2,Liang Guanzhong5,Hao Yaojun1

Affiliation:

1. Department of Computer Science, Xinzhou Normal University, Xinzhou, China

2. College of Intelligent Technology and Engineering, Chongqing University of Science and Technology, Chongqing, China

3. College of Materials Science and Engineering, Chongqing University of Arts and Sciences, Chongqing, China

4. School of Electrical Engineering, Chongqing University of Science and Technology, Chongqing, China

5. Chongqing University Cancer Hospital, Chongqing, China

Funder

West Light Foundation of the Chinese Academy of Science

Research Foundation of the Natural Foundation of Chongqing City

Scientific and Technological Research Program of Chongqing Municipal Education Commission

Chongqing Science and Technology Military-Civilian Integration Innovation Project

Bingtuan Science and Technology Program in China

Shanxi Province Applied Basic Research Program, China

Oil and Gas Production Safety and Risk Control Key Laboratory of Chongqing Open Fund

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

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