Evelyn Morin
Papers
7
Total Citations
93
H-Index
7
About
Dr. Evelyn Morin is a leading researcher at the intersection of rehabilitation engineering and human-machine interaction, with a primary focus on advancing home-based stroke rehabilitation and assistive technologies. Her work centers on developing intelligent mechatronic systems—including robots and sensor mechanisms—that enable effective upper-limb therapy outside clinical settings. Dr. Morin’s major contributions lie in multimodal force and torque estimation, where she pioneered deep learning and ensemble modeling techniques that integrate electromyography (EMG) and inertial measurement unit (IMU) data to predict muscle forces during dynamic contractions. Her 2023 paper on home-based stroke rehabilitation mechatronics has garnered 23 citations, reflecting growing interest in accessible care, especially post-COVID-19. She has also advanced transfer learning approaches to generalize force models across new users, a critical step for real-world adoption in prosthetics and exoskeletons. Notably, her work incorporates patient and therapist perspectives, ensuring technology design aligns with user needs. With a career spanning from early prosthetic control systems to cutting-edge AI-driven rehabilitation tools, Dr. Morin’s research is shaping the future of personalized, at-home recovery solutions.
Research Focus
Key Achievements
Top Papers
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- 6An EMG-based force control system for prosthtic arms8 citations · 2008
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