Basic Information
Name：Ma Ye
Gender: Female
Title：Associate Researcher
Email：maye@dianjingtz.com
Research Interests：Exercise Biomechanics; Musculoskeletal Modeling and Simulation; Rehabilitation Medicine; Sports Engineering; Sports Rehabilitation
Address：Room 106, Institute of Health Research, West Campus, Ningbo University, No.616 Fenghua Road, Jiangbei District, Ningbo, Zhejiang, China.
Enrollment Specialties
Enrollment category: Master's degree
Degree Type: Academic Degree
Specialty: Physical Education
Major category: Education
First-level Discipline: Physical Education
Enrollment category: Master
Degree Type: Professional Degree
Specialty: Physical Education
Major category: Education
First-level Discipline: Physical Education
Enrollment category: Master
Degree Type: Professional Degree
Specialty: Physical Education
Major category: Education
First-level Discipline: Physical Education
Enrollment category: PhD
Degree Type: Academic Degree
Specialty: Physical Education
Major category: Education
First-level Discipline: Physical Education
Major Research Projects Currently Undertaken
Project Name: Research on Physical Activity Status and Influencing Factors of Youth with Disabilities under the Strategy of Healthy China
Project Source: Philosophy and Social Science Planning Project of Zhejiang Province
Project Starting and Ending Time: 2019-06 to 2022-06
Representative Academic Papers
Title: Convolutional Neural Network Based Ground Reaction Forces and Center of Pressure Estimation During Stair Walking Using Multi-Level Kinematics
Publication name：Expert systems with applications
Publication date：2023-12
Title:Validity and Reliability of Upper Limb Functional Assessment Using the Microsoft Kinect V2 Sensor
Publication name：Applied bionics and biomechanics
Publication date：2019-01
Title:Gait characteristics of children with spastic cerebral palsy during inclined treadmill walking under virtual reality environment
Publication name: Applied bionics and biomechanics
Publication date：2019-08
Title:A patient-specific EMG-driven neuromuscular model for the potential use of human-inspired gait rehabilitation robots
Publication name: Computers in Biology and Medicine
Publication date: 2016-03
Title:Deep Learning based Ground Reaction Force Estimation for Stair Walking using Kinematic Data
Publication name: Measurement
Publication date：2022-05
Title:Exploring Physical Activity in Children and Adolescents with Disabilities: a Bibliometric Review of Current Status, Guidelines, Perceived Barriers, and Facilitators and Future Directions
Publication name: Healthcare
Publication date: 2024-05
Title: A patient-specific muscle force estimation model for the potential use of human-inspired swing-assist rehabilitation robots
Publication name: Advanced Robotics
Publication date：2016-04
Title:Placement recommendations for single Kinect based motion capture system in unilateral dynamic motion analysis
Publication name: Healthcare
Publication date：2021-08
Title:Quantitative assessment of spasticity: a narrative review of novel approaches and technologies
Publication name: Frontiers in Neurology
Publication date: 2023-07
Title:A deep learning fusion algorithm based markerless gait analysis system
Publication name：Medical Biomechanics
Published: 2022-08
Title:Analysis of inter-joint coordination during the sit-to-stand and stand-to-sit tasks in stroke patients with hemiplegia
Publication name：BMC Sports Science Medicine and Rehabilitation
Publication date：2023-08
Title:Image based beef and lamb slice authentication using convolutional neural networks
Publication name：Meat Science
Publication date：2023-01
Personal Profile
Education Background：Ma Ye obtained his PhD degree in Mechanical Engineering from the University of Auckland, New Zealand (2025 QS World Ranking 65), under the Scholarship of the National High-level University Scholarship for Scholarships for Scholarships for Scholarships of National High-level Universities from 2012 to 2017. During his PhD, his research project was “Development and application of neuromusculoskeletal modeling to improve the rehabilitation effect of gait rehabilitation robot”.
Work experience: Ye Ma is currently an associate researcher at the Institute of Health Research, School of Physical Education and Sports, Ningbo University, Ningbo, China. He is the chairperson of one youth project of National Natural Science Foundation of China, one project of Zhejiang Provincial Natural Science Foundation, one project of Zhejiang Provincial Social Science Planning Program, and one project of Ningbo Municipal Natural Science Foundation. He has participated in 2 top-level projects of the National Natural Science Foundation of China, 1 project funded by the State Key Laboratory of Mechanical System and Vibration of Shanghai Jiaotong University, and 1 project funded by the Ministry of Education of China for Humanities and Social Science Research. Participated in 2 key R&D projects of the Ministry of Science and Technology, 1 key R&D project of the Science and Technology Department of Zhejiang Province, and 1 key project of the Philosophy and Social Science Planning Project of Zhejiang Province. Applied for 1 software copyright. So far, he has published 22 papers in SCI/SSCI journals, 2 papers in domestic Class A journals and 4 papers in EI conferences, with a total of more than 500 citations. He is the reviewing editor of Frontiers in Neurorobotics, a SCI journal. He has been serving as a reviewer for several SCI journals for a long time. He is a member of the Rehabilitation Medical Equipment and Technology Branch of China Medical Equipment Association, and a director of Ningbo Sports Science Association.
Current Research Interests: His main research interests include neuromusculoskeletal modeling and simulation, 3D motion analysis, clinical and sports applications of machine learning, rehabilitation assessment of motor neurological disorders (e.g., stroke, cerebral palsy, etc.), R&D of physical education teaching aid systems, and research on the mechanisms of sports injuries, etc. He is also a member of the Chinese Medical Equipment Association (CMEA) and the Ningbo Sports Science Association.
