Michaela Fraser
Papers
2
Total Citations
64
H-Index
2
About
Dr. Michaela Fraser is a leading researcher in neurorehabilitation engineering, specializing in wearable robotic technologies for stroke recovery. Her work centers on developing intuitive, user-driven systems that bridge the gap between therapeutic intervention and functional assistance. Fraser’s most impactful contribution is her pioneering study on a wearable hand robot for post-stroke functional movement training, which has garnered 56 citations and established a new paradigm for patient-controlled orthoses. This device serves a dual role—as a therapeutic tool for neuromuscular recovery and as an assistive aid for daily tasks—empowering users through direct, voluntary control. Building on this foundation, her 2022 work on adaptive semi-supervised intent inferral tackles a critical challenge in the field: creating robust, intuitive controls that can adapt to changing user needs without requiring extensive retraining. By integrating electromyography (EMG) signals with machine learning, Fraser’s approach enhances the practicality of powered hand orthoses for real-world use. Her research is notable for prioritizing patient autonomy and seamless human-robot interaction, directly addressing barriers to clinical adoption. With a trajectory focused on scalable, user-centered solutions, Fraser is shaping the future of assistive robotics for neurological rehabilitation.
Research Focus
Key Achievements
Top Papers
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