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师资力量

宁国琛

教研系列助理教授、特别研究员

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学科方向:生物医学工程

ningguochen@tsinghua.edu.cn

教育背景

2017-2021 清华大学 生物医学工程 博士

2014-2017 东北大学 生物医学工程 硕士

2011-2014 东北大学 生物医学工程尖子班 学士

工作经历

2023-至今 清华大学 临床医学院 助理教授 特别研究员 博士生导师

2021-2023 清华大学 生物医学工程系 助理研究员

研究方向

宁国琛博士聚焦以临床需求为牵引的智能医疗机器人系统,以在体深部组织的机器人自主诊疗一体化为主线,人工智能与机器人交叉技术为突破口,临床诊疗与研究新范式为目标,在临床医工融合、机器人学、医学影像学的前沿交叉领域展开了系统性的研究工作。在包括IEEE Trans.系列、MIA、Theranostics等医工交叉领域学术期刊、会议发表论文50余篇,获得多项国际/国内学术会议优秀论文奖。

主持包括国家重点研发计划青年科学家项目、中国科协青年人才托举工程项目、国家自然科学基金面上项目、青年基金项目等多项科研项目。

更多内容可见个人主页:https://www.ningguochen.net/

代表性著作及论文

[1] Hanying Liang, Shipeng Zhang, Guochen Ning*, Jianwen Luo, Hongen Liao, “Quasi-static Elastography-driven Automated Robotic Ultrasound Screening and Localization”, in IEEE Transactions in Biomedical Engineering, DOI: 10.1109/TBME.2025.3634552

[2] T. Han, Guochen Ning* et al., "Toward Clinical Applications of Intelligent Robotic Ultrasound Systems," in IEEE Reviews in Biomedical Engineering, doi: 10.1109/RBME.2025.3610605

[3] J. Chen, Y. Zhu, Guochen Ning* and H. Liao, "Contact-Aware Prediction for Reliable Autonomous Deformable Tissue Retraction in Robotic Surgery," in IEEE Robotics and Automation Letters, vol. 10, no. 10, pp. 10106-10113, Oct. 2025

[4] J. Chen, Guochen Ning*, L. Ma and H. Liao, "Autonomous Deformable Tissue Retraction System Based on 2-D Visual Representation and Asymmetric Reinforcement Learning for Robotic Surgery," in IEEE Transactions on Medical Robotics and Bionics, vol. 7, no. 2, pp. 595-606, May 2025

[5] Kang J., Wang Y., Liu J., Wang Z., Yang X., Wang J., Wu J., Guochen Ning*, Zhang B*. and Liao H*. (2025), A Soft-Tip Hydraulically Steerable Catheter for Enhanced Flexibility and Safety in Vascular Interventions. Advanced Intelligent Systems, 2500099

[6] Guochen Ning, Xinran Zhang, Qin Zhang, Zhibiao Wang, Hongen Liao*: Real-time and multimodality image-guided intelligent HIFU therapy for uterine fibroid, Theranostics, Vol. 10, No. 10, pp. 4676-4693, Mar. 2020. (Front Cover Article)

[7] Guochen Ning, Hanyin Liang, Xinran Zhang, and Hongen Liao*: Inverse-Reinforcement-Learning-Based Robotic Ultrasound Active Compliance Control in Uncertain Environments, IEEE Transactions on Industrial Electronics, Vol. 71, No. 2, pp. 1686-1696, Feb. 2024.

[8] Guochen Ning*, J. Wang and H. Liao, "Cable-Driven Light-Weighting and Portable System for Robotic Medical Ultrasound Imaging," in IEEE Transactions on Medical Robotics and Bionics, vol. 6, no. 3, pp. 1220-1231, Aug. 2024

[9] Guochen Ning, Hanyin Liang, Xinran Zhang, Hongen Liao*: Autonomous Robotic Ultrasound Vascular Imaging System with Decoupled Control Strategy for External-Vision-Free Environments, IEEE Transactions on Biomedical Engineering, Vol. 70, No. 11, pp. 3166-3177, Nov. 2023

[10] Guochen Ning, Xinran Zhang, Hongen Liao*: Autonomic Robotic Ultrasound Imaging System Based on Reinforcement Learning, IEEE Transactions on Biomedical Engineering, Vol. 68, No. 9, pp. 2787-2797, Jan. 2021.

科研项目

主持,国家重点研发计划 青年科学家项目, 2025

主持,国家自然科学基金 面上项目, 2024

主持,中国科协第九届青年人才托举工程项目(科协资助),2023

主持,国家自然科学基金 青年基金, 2022

主持,中国博士后科学基金 面上资助, 2021

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