The
Neuro-Mechanical Modeling and Engineering Lab at the University of Twente invites applications for a 3-year postdoctoral position funded by the
ERC Consolidator Grant ROBOREACTOR. This is an exciting opportunity to join a cutting-edge team at the intersection of neurophysiology, biomechanics, and
rehabilitation robotics.
Project Overview As a postdoctoral researcher in this project, you will work on breakthrough technology for non-invasive biopsies of skeletal muscles, specifically targeting the lower limbs. You will employ high-density electromyography (HD-EMG) and ultrasonography, combined with advanced statistical and machine learning techniques, to characterize muscle properties at multiple scales. Key focuses include:
- Motor unit phenotype distribution
- 3D muscle fascicle morphology
- Muscle inflammation levels
You will validate these non-invasive measurements against invasive biopsy samples and advanced imaging techniques, working with both healthy individuals and post-stroke survivors.
Key Responsibilities -
Longitudinal Experimentation: Help conduct 12-week studies with both healthy participants and stroke patients.
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Advanced Muscle Monitoring: Use HD-EMG, ultrasound (USG), and force dynamometry in combination with machine learning to predict structural and inflammatory changes in muscle over time.
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Data Analysis: Set up robust HD-EMG and USG data repositories for analysis and model training.
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Validation: validate noninvasive biopsy results against reference data derived from invasive biopsies.
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Collaborative Innovation: Work with experts in robotics, control engineering, and muscle biology to develop robotic rehabilitation technologies for skeletal tissue regeneration.