• 医学成像技术
• 医学信息处理
• 医学影像智能分析
• 医疗仪器研制

上海市生物医学工程生物医学信息专委会副主任委员

• 入选国家高层次人才青年项目

• 中国国际高新技术成果交易会优秀产品奖

• 上海市自然科学三等奖

• 上海市教学成果一等奖、二等奖

• 2010.9 至2013.7   复旦大学信息学院电子工程系医学电子学专业 博士   
• 2005.9 至2008.7   复旦大学信息学院电子工程系医学电子学专业 硕士  
• 2001.9至2005.7   复旦大学信息学院电子工程系电路与系统专业 学士   

• 信号与通信系统（国家级一流本科课程） 
• 医学成像技术（上海市课程思政领航课程）
• 数字逻辑基础实验

1. Jing Jiao, Hongshuang Sun, Yi Huang, Menghua Xia, Mengyun Qiao, Yunyun Ren, Yuanyuan Wang*, Yi Guo*. GMRLNet: A graph-based manifold regularization learning framework for placental insufficiency diagnosis on incomplete multimodal ultrasound data. IEEE Transactions on Medical Imaging, 2023.

2. Xiaokang Li, Menghua Xia, Jing Jiao, Shichong Zhou, Cai Chang, Yuanyuan Wang∗, Yi Guo*. HAL-IA: A Hybrid Active Learning framework using Interactive Annotation for medical image segmentation, Medical Image Analysis, 2023, 88:102862.

3. Peng Wang, Yunqi Yan, Lijun Qian, Shiteng Suo, Jianrong Xu, Yi Guo*, Yuanyuan Wang*. Context-driven pyramid registration network for estimating large topology-preserved deformation, Neurocomputing, 2023, 65-78.

4. Menghua Xia, Hongbo Yang, Yi Huang, Yanan Qu, Yi Guo*, Guohui Zhou, Feng Zhang, Yuanyuan Wang*. AwCPM-Net: a collaborative constraint GAN for 3D coronary artery reconstruction in intravascular ultrasound sequences. IEEE Journal of Biomedical and Health Informatics  2022,26(7):3047-3058 .

5. Chengkang LIi, Yishen Mao, Yi Guo*, Ji Li*, Yuanyuan Wang*. Multi-dimensional cascaded net with uncertain probability reduction for abdominal multi-organ segmentation in CT sequences. Computer Methods and Programs in Biomedicine   2022,221(6):(article number)106887(1-14).

6.  

   Menghua Xia, Hongbo Yang, Yanan Qu, Yi Guo*, Guohui Zhou, Feng Zhang, Yuanyuan Wang*. Multilevel structure-preserved GAN for domain adaptation in intravascular ultrasound analysis. Medical Image Analysis  2022, 82:(article number)102614(1-14).

7. Mengyun Qiao, Chencheng Liu, Zeju Li, Jin Zhou, Qin Xiao, Shichong Zhou, Cai Chang, Yajia Gu, Yi Guo*, Yuanyuan Wang*. Breast tumor classification based on MRI-US images by disentangling modality features. IEEE Journal of Biomedical and Health Informatics  2022,26(7):3059-3067.

8. Ruoyun Liu, Shichong Zhou, Yi Guo*, Yuanyuan Wang*, Cai Chang. U2F‑GAN: Weakly Supervised Super‑pixel Segmentation in Thyroid Ultrasound Images. Cognitive Computation, 2021, 10.1007/s12559-021-09909-7.

9. Zixia Zhou, Yi Guo*, Yuanyuan Wang*. Ultrasound deep beamforming using a multiconstrained hybrid generative adversarial network. Medical Image Analysis, 2021, 71 102086. 

10. Zixia Zhou, Yi Guo*, Yuanyuan Wang*. Handheld ultrasound video high-quality reconstruction using a low-rank representation multipathway generative adversarial network.  IEEE Transactions on Neural Networks and Learning Systems    2021, 32(2):575-588.