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rehabilitation-robotics

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Development of adaptive control algorithms for the automatic adjustment of the level of assistance to be provided to the patient in rehabilitation on the basis of the interpretation of movement intentions and the progress made in the recovery of motor functions. The platform of interest is Kuka MED Robot.

  • Updated May 3, 2021
  • MATLAB

A noninvasive BCI orthosis control pipeline to facilitate movement in hemiparetic stroke patients through neuroplasticity. Uses a novel double gate logic that rewards contralateral mu/beta event - related desynchronization with assistance from the orthosis to retrain originally damaged neural pathways

  • Updated Jan 14, 2026
  • Jupyter Notebook

Neste evento, Yudai Katami, porta-voz da Cyberdyne; Felipe Kitamura, diretor de inovação médica da Dasa, Dr. Giovanni Cerri, diretor do InovaHC do Hospital das Clínicas; e Fernando Silveira Filho, presidente da Abimed, discutem o impacto das transformações digitais na medicina.

  • Updated Jan 31, 2024

Rehabilitation-focused robotic arm simulation utilizing Reinforcement Learning (PPO). Features a 'Sim-to-Real' pipeline with MuJoCo physics & Domain Randomization for robustness. Implements a medical reward function prioritizing movement smoothness and clinical safety(minimum jerk). Optimized for prosthetic control and assistive robotics research.

  • Updated Mar 4, 2026
  • Python

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