Margherita Villani
Papers
1
Total Citations
4
H-Index
1
About
Margherita Villani is a leading researcher in the fields of rehabilitation robotics and pediatric neurorehabilitation, with a particular focus on the evaluation of human-robot interaction during assisted walking. Her major contributions center on understanding how exoskeletons influence neuromuscular control in children with neurological disorders, as demonstrated in her highly cited 2024 work on EMG pattern evaluation during exoskeleton-assisted gait. This research addresses a critical gap by moving beyond simple kinematic assessments to analyze the spinal locomotor output, revealing how exoskeleton guidance forces shape muscle activation patterns. Her work has profound implications for designing more adaptive, patient-responsive robotic therapies that preserve and promote natural motor learning. With her 2024 paper already garnering 4 citations shortly after publication, Villani’s impact is rapidly growing within the rehabilitation engineering community. She is recognized for bridging clinical neuroscience with cutting-edge robotics, offering evidence-based frameworks to optimize exoskeleton training protocols for children. Her research not only advances assistive technology but also deepens our understanding of neuroplasticity and motor recovery in developing populations.
Research Focus
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Top Papers
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