一、 科研项目(主持) [1] 中国博士后科学基金面上项目, 2024M751192, 一站式LGE CMR图像心房目标智能分割方法研究, 2024/7-2026/7,主持,在研。
二、 代表性论著(第一作者/共一/通讯) [1]Jun Chen, Xuejiao Li, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang. Adaptive Dynamic Inference for Few-shot Left Atrium Segmentation. Medical Image Analysis (MedIA), 98:103321, 2024. (中科院1区, CCF C, IF=10.7)
[2]Jun Chen, Heye Zhang, Mingming Gong, Zhifan Gao. Collaborative Compensative Transformer Network for Salient Object Detection. Pattern Recognition (PR), 154:110600, 2024. (中科院1区, CCF B, IF=7.5)
[3]Xuejiao Li, Jun Chen, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang. Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial Segmentation. IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 8(5):3352-3367, 2024. (中科院2区, IF=5.3)
[4]Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David Firmin, Jennifer Keegan, Guang Yang. Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. IEEE Transactions on Medical Imaging (TMI), 41(2):420-433, 2022. (中科院1区, CCF B, IF=8.9)
[5]Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David Firmin, Jennifer Keegan. JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. IEEE Journal of Biomedical and Health Informatics (JBHI), 26(1):103-114, 2022. (中科院1区, CCF C, ESI高被引, IF=6.7)
[6]Jun Chen, Heye Zhang, Weiwei Zhang, Xiuquan Du, Yanping Zhang, Shuo Li. Correlated Regression Feature Learning for Automated Right Ventricle Segmentation. IEEE Journal of Translational Engineering in Health and Medicine (JTEHM), 6:1-10, 2018. (中科院3区, IF=3.7)
[7] Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David Firmin, Guang Yang, Jennifer Keegan. Discriminative consistent domain generation for semi-supervised learning. In MICCAI 2019, 2019:595-604. (EI, CCF B)
[8] Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David Firmin. Multiview two-task recursive attention model for left atrium and atrial scars segmentation. In MICCAI 2018, 2018:455-463. (EI, CCF B) 三、 学生竞赛科研/科研立项 (1)2024 睿抗机器人开发者大赛(RAICOM)--- 省赛一等奖,国赛三等奖 (2)2024 中国高校计算机大赛-团体程序设计天梯赛 全国总决赛“华山论剑”---国家二等奖 (3)2024江苏大学第23批大学生科研课题立项资助项目1项 (4)2024第六届全球校园人工智能算法精英大赛--省赛二等奖,国赛三等奖 |