复旦大学副校长、特聘教授、博士生导师，校学位评定委员会副主席、工程技术学部主任，生物医学工程研究所所长，生物医学工程博士后流动站站长。

1.医学影像与人工智能

2.医学超声工程

IEEE高级会员

1986年9月-1990年6月，复旦大学，生物医学电子学，本科

1990年9月-1992年6月，复旦大学，无线电电子学，硕士

1992年9月-1994年6月，复旦大学，无线电电子学，博士

1994年8月-1996年5月，复旦大学，讲师                        

1994年10月-1996年5月，英国威尔士-班戈大学，博士后

1996年5月-1998年5月，复旦大学，副教授

1998年5月-至今，复旦大学，教授

多次主持国家自然科学基金、科技部重点研发计划、教育部和上海市科委等项目。主编教材2本，发表学术论文700多篇，授权发明专利20多项。曾获国际无线电科学联盟青年科学家奖、上海市优秀学科带头人、上海市优秀曙光学者等称号和国家级教学成果一等奖、上海市教学成果一等奖、上海市科技进步一等奖等多项奖励。

1. Yi HUANG, Jing JIAO, Jinhua YU, Yongping ZHENG, Yuanyuan WANG

 Anatomy-inspired model for critical landmark localization in 3D spinal ultrasound volume data

 Medical Image Analysis  2025, 103:(article number)103610(1-14)

2. Xin YAN, XiaodongYANG, Lingling JING, Wei GUO, Yingqi WANG, Xinwei SU, Yuanyuan WANG

 A contrast-enhanced null subtraction imaging method using dynamic DC bias in ultrafast ultrasound imaging

 IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control  2025,72(6):755-771

3. Junhu FU, Ke CHEN, Qi DOU, Yun GAO, Yiping HE, Pinghong ZJOU, Shengli LIN, Yuanyuan WANG, Yi GUO

 IPNet: an interpretable network with progressive loss for whole-stage colorectal disease diagnosis

 IEEE Transactions on Medical Imaging  2025,44(2):789-800

4. Shuyu LIANG, Zixia ZHOU, Peng HUANG, Junhu FU, Jing JIAO, Yunxia HUANG, Shichong ZHOU, Guanlin WANG, Yuanyuan WANG, Yi GUO

 SURF: a self-supervised deep learning method for reference-free deconvolution in spatial transcriptomics

 Advanced Science  2025,43(12)(article number)e05456(1-15)

5. Yi HUANG, Jing JIAO, Jinhua YU, Yongping ZHENG, Yuanyuan WANG

 A dual-decomposition spinal X-ray image synthesizer based on three-dimensional spinal ultrasonic data for radiation-free follow-up of scoliosis

 IEEE Transactions on Industrial Informatics  2024, 20(4):5784-5793

6. Jing JIAO, Jin ZHOU, Xiaokang LI, Menghua XIA, Yi HUANG, Lihong HUANG, Na WANG, Xiaofan ZHANG, Shichong ZHOU, Yuanyuan WANG, Yi GUO

 USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis

 Medical Image Analysis  2024,96:(article number)103202(1-14)

7. Lihong HUANG, Jin ZHOU, Jing JIAO, Shichong ZHOU, Cai CHANG, Yuanyuan WANG, Yi GUO

 Standardization of ultrasound images across various centers: M2O-DiffGAN bridging the gaps among unpaired multi-domain ultrasound images

 Medical Image Analysis  2024,95:(article number)103187(1-15) 

8. 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:(article number)102862(1-13)

9. 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  2023,42(11):3205-3218

10. Xin YAN, Yanxing QI, Yinmeng WANG, Yuanyuan WANG

 Regional-lag signed delay multiply and sum beamforming in ultrafast ultrasound imaging

 IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control  2022,69(2):580-591

11. 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)

12. 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

13. 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

14. 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

15. Zeju LI, Jinhua YU, Yuanyuan WANG, Hanzhang ZHOU, Haowei YANG, Zhongwei QIAO

 DeepVolume: brain structure and spatial connection-aware network for brain MRI super-resolution

 IEEE Transactions on Cybernetics  2021,51(7):3441-3454

16. Yanxing QI, Yi GUO, Yuanyuan WANG

 Image quality enhancement using a deep neural network for plane wave medical ultrasound imaging

 IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control  2021,68(4):926-934

17. Zixia ZHOU, Yi GUO, Yuanyuan WANG

 Ultrasound deep beamforming using a multiconstrained hybrid generative adversarial network

 Medical Image Analysis  2021, 71:(article number)102086(1-15)

18. Zixia ZHOU, Yuanyuan WANG, Yi GUO, Yanxing QI, Jinhua YU

 Image quality improvement of hand-held ultrasound devices with a two-stage generative adversarial network

 IEEE Transactions on Biomedical Engineering  2020,67(1):298-311

19. Zixia ZHOU, Yuanyuan WANG, Yi GUO, Xinming JIANG, Yanxing QI

 Ultrafast plane wave imaging with line-scan-quality using an ultrasound-transfer generative adversarial network

 IEEE Journal of Biomedical and Health Informatics  2020,24(4):943-956

20. Yinmeng WANG, Yanxing QI, Yuanyuan WANG

 A mixed transmitting-receiving beamformer with a robust generalized coherence factor: enhanced resolution and contrast

 IEEE Trans. on Ultrasonics Ferroelectrics and Frequency Control  2020,67(8):1573-1589

研究生：现代医学信息处理

本科生：信号与通信系统

医学影像与人工智能

医学超声成像