李康，四川大学华西医院大数据中心特聘研究员、四川大学匹兹堡学院科研副院长、华西医院-商汤科技联合实验室主任、“岷山计划”华西医疗机器人技术研究院院长、中国科学技术大学生物医学工程学院兼职博导。

个人主页：http://bme.ustc.edu.cn/2021/1115/c29106a532926/page.htm

主要研究方向、学术成就及创新点：

人工智能、医疗机器人、生物力学和血流动力学、3D打印和先进制造、应用数学与运筹学和大数据在医学领域应用。

重要科研获奖情况：

2022年华西十大医工进展

学术论文及著作：

近五年，在医学人工智能、机器人、生物力学等方向共发表多篇论文，包括高质量期刊或会议如Medical Image Analysis, MICCAI, Journal of Mechanical Design，IEEE Transactions on Pattern Analysis and Machine Intelligence , IEEE Transactions on Human-machine Systems, Journal of Biomechanics, Clinical Biomechanics等。部分论文如下：

期刊论文

1.Junqing Wang, Qiang Zou, Shiqi Li, Ruoliang Tang, Xi Yang, Jiancheng Zeng, Bin Shen, Kang Li, Yong Nie (2022) Gait asymmetry of lower extremities reduced immediately after minimally invasive surgery among patients with lumbar disc herniation, Clinical Biomechanics, 2022 Aug;98:105720.

2.Xiangyun Li, Xin Shu, Peng Chen, Xi Yu, Kang Li (2022) An Interactive Rehabilitation Mechanism Design System for Kinematic and Kinetostatic Synthesis With Expandable Solution Space. Journal of Mechanical Design. In Press.

3.Honghua Hu, Wei Xu, Ting Jiang, Yuheng Cheng, Xiaoyan Tao,Wenna Liu, Meiling Jian, Kang Li, Guotai Wang (2022) Expert-level Immunofixation Electrophoresis Image Recognition based on Explainable and Generalizable Deep Learning.  Clinical Chemistry.  In Press.

4. Qingbo Kang, Qicheng Lao, Yiyue Li, Zekun Jiang, Yue Qiu, Shaoting Zhang, Kang Li (2022) Thyroid Nodule Segmentation and Classification in Ultrasound Images Through Intra- and Inter-Task Consistent Learning, Medical Image Analysis, 79, 102443.

5.Kaiyue Diao, Yuntian Chen, Ying Liu, Bo-Jiang Chen, Wan-Jiang Li, Lin Zhang, Ya-Li Qu, Tong Zhang, Yun Zhang, Min Wu, Kang Li, Bin Song (2022) Diagnostic study on clinical feasibility of an AI-based diagnostic system as a second reader on mobile CT images: a preliminary result, Annals of Translational Medicine, 10(12),668.

6.Wei Xu, Donghai Xiang, Guotai Wang, Ruisong Liao, Min Shao, Kang Li (2022) Multi-view Video-based 3D Pose Estimation of Patients in Computer Assisted Rehabilitation Environment (CAREN), IEEE Transactions on Human-Machine Systems.  52(2), 196-206.

7. Zhiqiang Tang, Xi Peng, Kang Li, Dimitri Metaxas (2020) Towards Efficient U-Nets: A Coupled and Quantized Approach. IEEE Transactions on Pattern Analysis and Machine Intelligence.  42(8), 2038-2050.

8. Rahil Meherizi, Xi Peng, Shaoting Zhang, Xu Xu, Kang Li (2019) A Deep Neural Network-based Method for Estimation of 3D Lifting Motions. Journal of Biomechanics. 84, 87-93.

会议论文

1. Shiyi Du, Qicheng Lao, Qingbo Kang, Yiyue Li, Zekun Jiang, Yanfeng Zhao, Kang Li (2022). Distilling Knowledge from Topological Representations for Pathological Complete Response Prediction. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022.

2.Jun Gao, Qicheng Lao, Qingbo Kang, Paul Liu, Le Zhang, Kang Li (2022). Unsupervised Cross-disease Domain Adaptation by Lesion Scale Matching. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022.

3.Qinlin Yang, Qi Lu, Xiangyun Li, Kang Li (2022) Backstepping Fuzzy Adaptive Control Based on RBFNN for a Redundant Manipulator, ICIRA 2022.

4. Hao Yuan, Haiyang Yu, Jie Wang, Kang Li, Shuiwang Ji (2021) On explainability of graph neural networks via subgraph explorations, ICML 2021.