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Current Projects
Windsurfing motion analysis and wearable sensing
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Markerless motion capture, computer vision, and wearable sensors in windsurfing biomechanics and motion analysis. Feature engineering and factor investigation to improve the athletes' performance.
Biochemical marker analysis- musculoskeletal disorders
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Collect and assess biomarkers for the early detection of post-traumatic osteoarthritis among people after an ACL reconstruction surgery. Develop a "stress test" and examine a stimulus-response mechanism of the specific biomarkers set.
ACL surgery assistive device, biomechanics and quality of life
Compare the immediate and mid-term biomechanical and quality-of-life related changes after using a wearable knee device applying vibratory stimulus during the stance phase among people early after an anterior cruciate (ACL) ligament reconstruction surgery.
Machine learning and wearables to fix loads post knee replacement
Develop an algorithm to predict ground reaction forces and moments among healthy people and patients after a total knee replacement. The prediction is based on an inexpensive IMU system based on machine learning models.
Load carriage index in soldiers based on body composition​
Study the ability to distribute the loads better to be carried by a team of soldiers by using a load carriage index (LCI) rather than relying only on the percentage of bodyweight and develop a better understanding of the biomechanical effects of using body composition as a load carrying strategy.
Design and development of an ankle wearable sensory stimulus device
Assistive wearable technology for ankle motion sensing and feedback: design, development, and testing of a novel wearable vibratory stimulus device and algorithm for event detection based on a single IMU sensor that will be used in rehabilitation after ankle sprain.
MRI Analysis and Biomechanics 2 Years After ACLR Surgery
Integration of gait biomechanics, MRI and patient-reported outcomes to identify early cartilage changes two years after ACL reconstruction and predict osteoarthritis risk.
Human – Robot Synchronization in ReWalk Exoskeleton Gait
Examining user adaptation, timing consistency, and learning processes during ReWalk-assisted gait, with a focus on balance and synchronization between the user and the exoskeleton.
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