A review of the evolution and challenges of few-shot medical image semantic segmentation.

Wanjun Hu

Hong Zhao Qingfeng Chen Yao Meng Wanjun Hu Chenglin Yu Zhenshan Gao Zhaobin Chang A review of the evolution and challenges of few-shot medical image semantic segmentation. 2026 e3761 12 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.3761 db/journals/peerj-cs/peerj-cs12.html#ZhaoCMHYGC26 streams/journals/peerj-cs

Qiaoling Lin Xuanchu Chen Boxuan Shi Chen Qian Mingyang Han Liuhong Zhu Dafa Shi Xiaoyong Shen Wanjun Hu Dan Ruan Yi Guo Jianjun Zhou 0004 Xiaobo Qu 0001 Paired phase and magnitude reconstruction neural network for multi-shot diffusion magnetic resonance imaging. 103771 2025 106 Medical Image Anal. https://doi.org/10.1016/j.media.2025.103771 db/journals/mia/mia106.html#LinCSQHZSSHRGZQ25 streams/journals/mia

Wanjun Hu Typed Topological Structures Of Datasets. 2025 August abs/2508.14008 CoRR https://doi.org/10.48550/arXiv.2508.14008 db/journals/corr/corr2508.html#abs-2508-14008 streams/journals/corr

Jiang-jian Xie Tao Qi Wanjun Hu Huaguo Huang Beibei Chen Junguo Zhang Retrieval of Live Fuel Moisture Content Based on Multi-Source Remote Sensing Data and Ensemble Deep Learning Model. 4378 2022 14 Remote. Sens. 17 https://doi.org/10.3390/rs14174378 db/journals/remotesensing/remotesensing14.html#XieQHHCZ22

Yuhong Jia Wanjun Hu Xiaoxi Yu Miao Qi A Novel Iris Segmentation Method Based on Multi-Line. 707-716 2013 BIC-TA https://doi.org/10.1007/978-3-642-37502-6_84 conf/bic-ta/2013 db/conf/bic-ta/bic-ta2013.html#JiaHYQ13 Yuhong Jia Xiaoxi Yu Jiangyan Dai Wanjun Hu Jun Kong Miao Qi A Novel Moving Cast Shadow Detection of Vehicles in Traffic Scene. 115-124 2012 IScIDE https://doi.org/10.1007/978-3-642-36669-7_15 conf/iscide/2012 db/conf/iscide/iscide2012.html#JiaYDHKQ12 Kai Qian Lixin Tao Wanjun Hu Richard Kline Work in progress - Live programming learning objects repository. 3 2011 FIE https://doi.org/10.1109/FIE.2011.6142864 https://doi.ieeecomputersociety.org/10.1109/FIE.2011.6142864 conf/fie/2011 db/conf/fie/fie2011.html#QianTHK11 Bin Wu Kai Qian Prabir Bhattacharya Minzhe Guo Wanjun Hu Live Programming Learning Objects on Cloud. 362-363 2011 ICALT https://doi.org/10.1109/ICALT.2011.113 https://doi.ieeecomputersociety.org/10.1109/ICALT.2011.113 conf/icalt/2011 db/conf/icalt/icalt2011.html#WuQBGH11 Prabir Bhattacharya Zhaobin Chang Beibei Chen Qingfeng Chen Xuanchu Chen Jiangyan Dai Zhenshan Gao Minzhe Guo Yi Guo Mingyang Han Huaguo Huang Yuhong Jia Richard Kline Jun Kong Qiaoling Lin Yao Meng Miao Qi Tao Qi Chen Qian Kai Qian Xiaobo Qu 0001 Dan Ruan Xiaoyong Shen Boxuan Shi Dafa Shi Lixin Tao Bin Wu Jiang-jian Xie Chenglin Yu Xiaoxi Yu Junguo Zhang Hong Zhao Jianjun Zhou 0004 Liuhong Zhu