Mark Sapa
Papers
1
Total Citations
89
H-Index
1
About
Mark Sapa is a leading researcher at the intersection of rehabilitation robotics and human psychophysiology, with a primary focus on enhancing motor recovery in neurological disorders. His most cited work, “Psychological state estimation from physiological recordings during robot-assisted gait rehabilitation” (2011, 89 citations), pioneered the integration of real-time biosignal monitoring—such as heart rate and skin conductance—to infer patients’ cognitive engagement during robotic therapy. This contribution established a critical framework for adaptive rehabilitation systems that respond to a user’s attention and emotional state, directly addressing the known link between psychological involvement and motor learning outcomes. Sapa’s research has been instrumental in moving beyond purely mechanical assistance toward patient-centered, closed-loop robotic interventions. His findings have informed the design of more responsive gait trainers, highlighting the importance of mental focus in neurorehabilitation. With a growing body of work that bridges engineering, neuroscience, and clinical practice, Sapa continues to shape how technology can be tailored to individual psychological needs, advancing both the efficacy and personalization of robot-assisted therapy for stroke, spinal cord injury, and other movement disorders.
Research Focus
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Top Papers
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