Transfer learning from 2D natural images to 4D fMRI brain images via geometric mapping

Medical Image Analysis 2026

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Authors: Kai Gao, Lubin Wang, Liang Li, Xiao Chen, Bin Li, Yu-Wei Wang, Xue-Ying Li, Zi-Han Wang, Hui-Xian Li, Yifan Liao, Liping Cao, Guan-Mao Chen
+62 more Jian-Shan Chen, Tao Chen, Tao-Lin Chen, Yan-Rong Chen, Yu-Qi Cheng, Zhaosong Chu, Shi‐Xian Cui, Xi-Long Cui, Zhao‐Yu Deng, Qinglin Gao, Qi-Yong Gong, Wen-Bin Guo, Can-Can He, Zheng-Jia-Yi Hu, Qian Huang, Xinlei Ji, Feng-Nan Jia, Li Kuang, Baojuan Li A, Feng Li, Tao Li, Xue Li, Tao Lian, Xiaoyun Liu, Yan-Song Liu, Zhe-Ning Liu, Yi-Cheng Long, Jian-Ping Lu, Jiang Qiu, Xiao-Xiao Shan, Tianmei Si, Peng-Feng Sun, Chuanyue Wang, Han-Lin Wang, Xiang Wang, Ying Wang, Chen-Nan Wu, Xiao-Ping Wu, Xin-Ran Wu, Yan-Kun Wu, Chun-Ming Xie, Guang-Rong Xie, Peng Xie, Xiu-Feng Xu, Zhenpeng Xue, Hong Yang, Jian Yang, Hua Yu, Yong-Qiang Yu, Min-Lan Yuan, Yong-gui Yuan, Ai-Xia Zhang, Kerang Zhang, Wei Zhang, Zi-Jing Zhang, Jing-Ping Zhao, Jia-jia Zhu, Xi‐Nian Zuo, Hua-Ning Wang, Chao-Gan Yan, Yu-Feng Zang, DeWen HU
DOI: 10.1016/j.media.2026.103949
Cited by: 0
References: 60

Fields of Study & Subjects

Functional Brain Connectivity Studies Advanced MRI Techniques and Applications Domain Adaptation and Few-Shot Learning

Publication details

Journal / source
Medical Image Analysis
Volume
110
Pages
103949–103949
Publication date
18 January 2026
Language
EN