Do predictors of motor recovery differ between robotic and conventional post-stroke rehabilitation?

Abstract Background While research on robotic rehabilitation has largely focused on evaluating device effectiveness, there remains a clear need to investigate patient characteristics that predict response to robot-assisted therapy. Recent advancements in machine learning (ML) techniques support such...

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Bibliographic Details

Main Authors:	Silvia Campagnini, Piergiuseppe Liuzzi, Marco Germanotta, Arianna Pavan, Alessio Fasano, Francesca Cecchi, Irene Giovanna Aprile, Andrea Mannini
Format:	Artigo
Language:	Inglês
Published:	BMC 2026-05-01
Series:	Journal of NeuroEngineering and Rehabilitation
Subjects:	Clinical decision support systems Rehabilitation Robotics Stroke Treatment selection
Online Access:	https://doi.org/10.1186/s12984-026-02014-6
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