Step Width Estimation in Individuals With and Without Neurodegenerative Disease Via a Novel Data-Augmentation Deep Learning Model and Minimal Wearable Inertial Sensors.

Autor: Wang H, Ullah Z, Gazit E, Brozgol M, Tan T, Hausdorff JM, Shull PB, Ponger P

Publikováno v: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2024 Sep 27; Vol. PP. Date of Electronic Publication: 2024 Sep 27.

Self-selected running gait modifications reduce acute impact loading, awkwardness, and effort.

Autor: Xia H; Department of Automation, University of Science and Technology of China, Hefei, China., Huang Y; State Key Laboratory of Mechanical Systems and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China., Chen G; Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China., Cheng S; Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China.; Exercise Translational Medicine Center, Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China.; Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland., Cheung RTH; School of Health Sciences, Western Sydney University, Sydney, Australia., Shull PB; State Key Laboratory of Mechanical Systems and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China.

Publikováno v: Sports biomechanics [Sports Biomech] 2024 Aug; Vol. 23 (8), pp. 1043-1056. Date of Electronic Publication: 2021 Jun 09.

Post-stroke hand gesture recognition via one-shot transfer learning using prototypical networks.

Autor: Sarwat H; School of Mechanical Engineering, Shanghai Jiao Tong University, Dongchuan Road, Shanghai, 200240, China., Alkhashab A; Robot Offline Programming, Visual Components, Vänrikinkuja, Espoo, 02600, Finland., Song X; School of Mechanical Engineering, Shanghai Jiao Tong University, Dongchuan Road, Shanghai, 200240, China., Jiang S; College of Electronics and Information Engineering, Tongji University, Cao'an Highway, Shanghai, 201804, China., Jia J; The Department of Rehabilitation Medicine, The National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai, China. shannonjj@126.com., Shull PB; School of Mechanical Engineering, Shanghai Jiao Tong University, Dongchuan Road, Shanghai, 200240, China. pshull@sjtu.edu.cn.

Publikováno v: Journal of neuroengineering and rehabilitation [J Neuroeng Rehabil] 2024 Jun 12; Vol. 21 (1), pp. 100. Date of Electronic Publication: 2024 Jun 12.

Graph-Driven Simultaneous and Proportional Estimation of Wrist Angle and Grasp Force via High-Density EMG.

Autor: Li D, Kang P, Yu Y, Shull PB

Publikováno v: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2024 May; Vol. 28 (5), pp. 2723-2732. Date of Electronic Publication: 2024 May 06.

3D Knee and Hip Angle Estimation With Reduced Wearable IMUs via Transfer Learning During Yoga, Golf, Swimming, Badminton, and Dance.

Autor: Li J, Zhu K, Li D, Kang P, Shull PB

Publikováno v: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society [IEEE Trans Neural Syst Rehabil Eng] 2024; Vol. 32, pp. 325-338.