基本信息

彭迎虎,中国科学院深圳先进技术研究院副研究员,2011-2018 年本硕毕业于西安交通大学机械工程专业,2022 年博士毕业于香港理工大学生物医学工程专业。研究领域为康复工程与生物力学,研究工作面向包括偏瘫患者等重大疾病的神经肌骨多模态分析、矫正技术研究及临床应用转化。获批深圳鹏城特聘学者(C类)和深圳市海外高层次人才团队核心成员,目前兼任中国生物医学工程学会康复工程分会青年委员、《BMC Musculoskeletal Disorders》编委及《BME Frontiers》(IF:7.7, 1 区 Top)等期刊青年编委,《npj Digital Medicine》等十多个期刊审稿人。主持了国自然青年、博士后面上和广东省面上等项目,并参与了国家重点研发计划、国家自然科学基金重点项目、国家自然科学基金面上项目、深圳市重大专项及多项横向项目。在《Cyborg and Bionic Systems》、《 IEEE Journal of Biomedical and Health Informatics》、《 IEEE Transactions on Biomedical Engineering 》、《Computer Methods and Programs in Biomedicine》和《Biomimetic Intelligence and Robotics》等高水平国际期刊发表论文多篇,并获得第十一届世界华人生物医学工程大会Best Presentation Award for Young Investigator等多个奖项。

研究领域

无标记点运动捕捉;肌骨动力学仿真;神经肌骨多模信息分析;步态分析

柔性可穿戴材料运动监测;康复复句器械与3D打印


招生信息

081104 模式识别与智能系统

083100 生物医学工程

教育背景

   
学历

2018.09~2022.02   香港理工大学 生物医学工程 博士

2015.09~2018.06 西安交通大学 机械工程 硕士

2011.09~2015.06 西安交通大学 机械工程及自动化 (本硕班) 学士

工作经历

2026.01 至今     中国科学院深圳先进技术研究院,副研究员 

2024.05~2025.12    中国科学院深圳先进技术研究院,助理研究员

2022.04~2024.04 中国科学院深圳先进技术研究院,博士后,合作导师:李光林研究员

专利与奖励

2023年 中国科学院深圳先进技术研究院集成所所长创新奖--学术新星奖

2023年 中国科学院深圳先进技术研究院优秀员工

2024年 中国科学院深圳先进技术研究院优秀共产党员

2024年 第十一届世界华人生物医学工程学会(WACBE)Best Presentation Award for Young Investigator

2025年 中国科学院深圳先进技术研究院优秀员工

出版信息

学术论文:


1. Zeng, Y.#, Peng, Y.#, Xie, L., Liu, L., Fang, P., Huang, H., ... & Li, H. (2026). Smartphone-based motion capture for gait quantification and symmetry analysis in moderate-stage stroke patients. Gait & Posture, 128, 110192.

2. Gao, Q., Wang, Y., Dang, X., Wei, P., Zhang, W., Zhang, Z., ... & Peng, Y*. (2026). A Proof-of-Concept Comparison of Azure Kinect and Smartphone-based OpenCap for Driving Musculoskeletal Simulations: A Unified Framework with Foot-Ground Contact Modeling. BIO Integration, 7(1), 980.

3. Zhou, H.#, Peng, Y.#, Li, X., Lyu, X., Shou, D., Li, G., & Wang, L. (2026). Multimodal wearable sensors-driven KsFormer model for continuous multi-step ahead prediction of lower limb joint moments and ground reaction forces. Biomimetic Intelligence and Robotics, 100287.

4. Chen, Z., Ma, Z., Liang, B., Han, J., Zhang, J., Peng, Y., & Jin, Z. (2026). Effect of tibial tray backside design on stress transfer and micromotion in uncemented posterior‐stabilized TKA: A finite element study. Journal of Experimental Orthopaedics, 13(1), e70608.

5. Zhou, H.#, Peng, Y.#, Li, X., Lyu, X., Zou, H., Yong, X., ... & Wang, L. (2026). Continuous Lower Limb Biomechanics Prediction via Prior-Informed Lightweight Marker-GMformer. Cyborg and Bionic Systems, 7, 0476.

6. Xie, H., Li, X., Wang, Y., Xu, G., Peng, Y., Hu, Z., ... & Zhang, M. (2025). Differential functional network remodeling induced by low-and high-frequency rTMS: evidence from concurrent fNIRS monitoring. IEEE Transactions on Neural Systems and Rehabilitation Engineering.

7. Wei, L., Zhang, G., Chen, T. L. W., Wang, Y., Peng, Y., & Zhang, M. (2025). Predicting joint loading in Asian overweight and obese females with flexible flatfoot: a regression analysis of anthropometric parameters and gait dynamics. Medical & biological engineering & computing, 1-12.

8. Zheng, Y., Li, J., Tam, A. Y. C., Lee, T. T. Y., Peng, Y., Cheung, J. C. W., ... & Ni, M. (2025). Finite element modeling of clavicle fracture fixations: a systematic scoping review. Medical & Biological Engineering & Computing, 63(6), 1585-1607.

9. Zhou, H., Li, X., Peng, Y., Lyu, X., Jin, D., & Wang, L. (2025). Muscle Synergy-driven TimesNet Method for Continuous Recognition of Lower Limb Motion Patterns. In Journal of Physics: Conference Series (Vol. 3024, No. 1, p. 012021). IOP Publishing.

10. Peng, Y. #, Wang, W. #, Zeng, Y., Chen, Z., Li, H* & Li, G*. (2025). Analysis of Pelvis and Lower Limb Coordination in Stroke Patients Using Smartphone-based Motion Capture. IEEE Transactions on Biomedical Engineering, 72, 8: 2425-2436.

11. Zhou, H.#, Feng, R.#, Peng, Y#, Jin, D., Li, X., Shou, D., ... & Wang, L*. (2025). Integration of multiscale fusion of residual neural network with 2-D gramian angular fields for lower limb movement recognition based on multi-channel sEMG signals. Biomedical Signal Processing and Control, 99, 106807.

12. Wang, W. #, Peng, Y. #, Sun, Y., Wang, J., & Li, G*. (2024). Towards wearable and portable spine motion analysis through dynamic optimization of smartphone videos and IMU data. IEEE Journal of Biomedical and Health Informatics, 28,10: 5929-5940.

13. Peng, Y. #, Wang, W. #, Wang, L., Zhou, H., Chen, Z., Zhang, Q., & Li, G*. (2024). Smartphone videos-driven musculoskeletal multibody dynamics modelling workflow to estimate the lower limb joint contact forces and ground reaction forces. Medical & Biological Engineering & Computing, 1-13.

14. Peng, Y., Wang, Y., Zhang, Q., Chen, S. F., Zhang, M.*, & Li, G*. (2024). Custom orthotic design by integrating 3D scanning and subject-specific FE modelling workflow. Medical & Biological Engineering & Computing, 1-13. (IF: 2.6, JCR 2区)

15. Peng, Y., Wang, Y., Wong, D. W. C., Chen, T. L. W., Chen, S. F., Zhang, G., ... & Zhang, M. (2022). Different Design Feature Combinations of Flatfoot Orthosis on Plantar Fascia Strain and Plantar Pressure: A Muscle-driven Finite Element Analysis with Taguchi Method. Frontiers in Bioengineering and Biotechnology, 10, 853085.

16. Peng, Y., Niu, W., Wong, D. W. C., Wang, Y., Chen, T. L. W., Zhang, G., ... & Zhang, M. (2021). Biomechanical Comparison among Five Mid/hindfoot Arthrodeses Procedures in Treating Flatfoot Using a Musculoskeletal Multibody Driven Finite Element Model. Computer Methods and Programs in Biomedicine, 106408.

17. Cheng, K. W. #, Peng, Y. #, Chen, T. L. W., Zhang, G., Cheung, J. C. W., Lam, W. K., ... & Zhang, M. (2021). A Three-Dimensional Printed Foot Orthosis for Flexible Flatfoot: An Exploratory Biomechanical Study on Arch Support Reinforcement and Undercut. Materials, 14(18), 5297.

18. Peng, Y., Wang, Y., Wong, D. W. C., Chen, T. L. W., Zhang, G., Tan, Q., & Zhang, M. (2021). Extrinsic foot muscle forces and joint contact forces in flexible flatfoot adult with foot orthosis: A parametric study of tibialis posterior muscle weakness. Gait & Posture, 88, 54-59.

19. Peng, Y., Wong, D. W.-C., Wang, Y., Chen, T. L.-W., Zhang, G., Yan, F., & Zhang, M. (2021). Computational models of flatfoot with three-dimensional fascia and bulk soft tissue interaction for orthosis design. Medicine in Novel Technology and Devices, 9, 100050.






学术会议:

1. Peng Yinghu, Wang Wei, Wang Lin, Jiang Naifu, Li Guanglin*. Markerless motion capture-based musculoskeletal multibody workflow to evaluate the lower limb joint forces. The 11th World Association of Chinese Biomedical Engineers (WACBE) World Congress on Bioengineering, Hong Kong, China, 4 Aug – 7 Aug 2024 (Oral).

2. Peng Yinghu, Cao Jianglang, Sun Jing, Mao He, Fang Peng, Li Guanglin*. The Effects of Portable Functional Electrical Stimulation on Ankle Plantar Flexor Electromyography Map and Foot Motion. The 11th World Association of Chinese Biomedical Engineers (WACBE) World Congress on Bioengineering, Hong Kong, China, 4 Aug – 7 Aug 2024 (Poster).

3. 彭迎虎,王玮,陈瑱贤,方鹏,李海,李光林*. 基于手机视频运动捕捉技术的脑卒中患者下肢运动学及肢体协调性分析. 第十四届全国生物力学大会. 吉林长春, 2024.08.08-12, 分会场主题报告.

4. 彭迎虎,王琳,周昊,党晓栋,李光林*. 基于Azure Kinect的下肢肌骨动力学建模. 2024中国生物医学工程大会暨创新医疗峰会.深圳,2024.09.19-22,纸质墙报。

5. 彭迎虎,张鑫,张小华,李光林*. 基于视频的运动捕捉技术在卒中后不同Brunnstrom分期中的应用,2024年康复工程学术大会.青岛,2024.11.8-11,口头汇报。

6. 党晓栋,陈瑱贤,李光林,彭迎虎*. 基于无标记点和有标记点运动捕捉的肌骨动力学建模方法对比分析,2024年康复工程学术大会.青岛,2024.11.8-11,纸质墙报。

7. 曾杨康,彭迎虎,谢兰芳,田玲玲,黄焕杰,陈松斌,董建阳,李海*. 基于手机视频的偏瘫患者上下肢运动学分析研究. 2024年康复工程学术大会.青岛,2024.11.8-11,纸质墙报。

8. 萧人菘,朱泽宇,孟繁媛,吴太林,彭迎虎,李光林,周小猛,王玮. 多模态数据驱动的青少年脊柱侧凸分类模型及可穿戴检测设备. 第十四届全国生物力学大会. 吉林长春, 2024.08.08-12, 口头报告。

9. 彭迎虎,王岩,姜乃夫,张明,李光林.基于扫描几何缩放的足部重建及有限元建模. 2023中国生物医学工程大会暨创新医疗峰会(BME2023).苏州,2023.05.18-21,口头报告。

10. 彭迎虎,王岩,张明,李光林.个性化足踝复合体肌骨多刚体-有限元耦合建模及应用研究.2023智能康复与人机工程学术会议.重庆,2023.04.20-22,口头报告。

11. Mao He, Peng Yinghu, Zheng Yue, Li Guanglin, Li Hai, Fang Peng, Brain Rhythmic Activity and Hemodynamic Response During Wrist Extension Induced by Functional Electrical Stimulation. i-CREATe 2024, Shanghai, China, 23 Aug – 26 Aug 2024 (Oral).

12. Zhou Hao, Peng Yinghu, Zhuang Yunji, Wang Lin, Lower Limb Multi-joint Contact Forces Prediction based on a Markers-driven Transformer-based Method. The 11th World Association of Chinese Biomedical Engineers (WACBE) World Congress on Bioengineering, Hong Kong, China, 4 Aug – 7 Aug 2024 (Poster).

13. Zeng Yangkang, Peng Yinghu, Xie Lanfang, Liu Lu, Tian Lingling, Qiu Xiaoying, Li Hai, Gait analysis of stroke survivors through smartphone-based motion capture method. The 11th World Association of Chinese Biomedical Engineers (WACBE) World Congress on Bioengineering, Hong Kong, China, 4 Aug – 7 Aug 2024 (Poster).

14. Zhu Zeyu, Meng Fanyuan, Peng Yinghu, Yang Zijian, Li Guanglin, Zhou Xiaomeng, Wang Wei. Machine Learning-Enhanced Detection of Adolescent Idiopathic Scoliosis through EMG and IMU Integration. The 11th World Association of Chinese Biomedical Engineers (WACBE) World Congress on Bioengineering, Hong Kong, China, 4 Aug – 7 Aug 2024 (Poster).

15. Zhao Hang, Li Tengfei, Wang Wei, Peng Yinghu, Liu Zhiyuan, Tian Qiong. Stretchable Sensors for Electromyographic, Acoustomyographic and Blood Oxygen Monitoring. The 11th World Association of Chinese Biomedical Engineers (WACBE) World Congress on Bioengineering, Hong Kong, China, 4 Aug – 7 Aug 2024 (Poster).

16. Peng, Y., Chen, T. L. W., Wong, D. W. C., Wang, Y., Zhang, M. Construction of subject-specific foot finite element model based on foot surface scan. XXVIII Congress of the International Society of Biomechanics (ISB), Stockholm, 25 Jul – 29 Jul 2021.

17. Peng, Y., Chen, Z., Jin, Z. Knee Contact Force Prediction in an Implant Using Musculoskeletal Modelling without Force Plates, The 8th World Association of Chinese Biomedical Engineers (WACBE) World Congress on Bioengineering, Hong Kong, China, 30 July-2 Aug 2017.

18. Wong, D.W.C., Peng, Y., Zhang, M. Understanding foot pathomechanics using computer models. The 9th World Congress on Biomechanics, Taipei, China, 10 Jul – 14 Jul 2022.

19. Wang, Y., Tan Q., Chen, Lin., Peng Y., Chen, F., Zhang, G., Zhang, M. Development and validation of finite element models in 3D printing facemask design for pressure therapy. The 9th World Congress on Biomechanics, Taipei, China, 10 Jul – 14 Jul 2022.

20. Chen, T.L.W., Wong, D.W.C., Peng, Y., Wang, Y., Zhang, M. Using therapeutic taping to offload the plantar fascia during running – a dynamic finite element analysis. The 9th World Association of Chinese Biomedical Engineers (WACBE) World Congress on Bioengineering, Taipei, China, 16 Aug – 19 Aug 2019.

21. Wei Linjuan, Zhang Guoxin, Cheung Jason Tak-Man, Wang Yan, Peng Yinghu, Zhang Ming. Effects of flexible flatfoot on the alignment and muscle activation of the lower limb among overweight-obese females. The 11th World Association of Chinese Biomedical Engineers (WACBE) World Congress on Bioengineering, Hong Kong, China, 4 Aug – 7 Aug 2024 (Oral).

22. 陈瑱贤,张静,彭迎虎,靳忠民. 基于个体化骨肌多体动力学的人工膝关节生物力学仿真方法. 第十二届全国生物力学学术会议暨第十四届全国生物流变学学术会议. 西安, 2018.08.17-21, 口头报告.


科研活动






指导学生

   
硕士研究生

胡凤琦(共同指导)