Ana Paula Arantes
Papers
2
Total Citations
15
H-Index
2
About
Ana Paula Arantes is a leading researcher in the field of rehabilitation robotics, with a primary focus on developing intelligent, adaptive systems for post-stroke motor recovery. Her most significant contribution is the design and validation of a novel real-time adaptive assist-as-needed (AAN) controller for upper extremity robot-assisted therapy. This work directly addresses the critical problem of "slacking," where patients passively rely on robotic guidance rather than actively engaging their impaired limbs. By creating a controller that dynamically adjusts support based on real-time patient performance, Arantes has advanced a more effective, patient-centered approach to neurorehabilitation. Her foundational 2021 study, which laid the comprehensive groundwork for this adaptive algorithm, has garnered significant attention, while her 2023 evaluation paper—with 11 citations—demonstrates the growing impact of her work. Arantes’s research bridges engineering and clinical practice, offering a tangible solution to improve engagement and outcomes for stroke survivors. Her innovative AAN controller represents a notable achievement in the quest to make robotic therapy more responsive and truly assistive, rather than merely passive.
Research Focus
Key Achievements
Top Papers
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