Tele-Assessment: Leveraging Deep Learning to Assess Upper Limb Kinematics after Stroke with Off-the-shelf Webcams
At a glance
- Project leader : Andreas Luft, Martina Spiess
- Deputy of project leader : Verena Klamroth-Marganska
- Project team : Elena Gavagnin, Benjamin Kühnis, Lena Sauerzopf, Josef Schönhammer, Tim Unger, Alexandre de Spindler
- Project status : completed
- Funding partner : Public sector (excl. federal government) (Kanton Zürich / Digitalisierungsinitiative DIZH (Innovationsprogramm))
- Project partner : Universitätsspital Zürich
- Contact person : Martina Spiess
Description
We are developing and validating a camera-based compensation classifier ("3C") for tele-neurorehabilitation to distinguish normal arm movements from those with compensation. The algorithm can be used with a webcam alone or in combination with an inertial measurement unit (IMU). This method improves tele-rehabilitation and increases the recovery process of clients.
Further information
Publications
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Unger, Tim; Weikert, Thomas; Mokni, Marwen; Luft, Andreas; Gassert, Roger; Lambercy, Olivier; Sauerzopf, Lena; Gavagnin, Elena; Kühnis, Benjamin; Spiess, Martina; Schönhammer, Josef; Awai Easthope, Chris,
2024.
Quantifying upper limb movement quality after stroke with a webcam [poster].
In:
13th World Congress for Neurorehabilitation, Vancouver, Canada, 22-25 May 2024.
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Unger, T.; de Sousa Ribeiro, R.; Mokni, M.; Weikert, T.; Pohl, J.; Schwarz, A.; Held, J.P.O.; Sauerzopf, L.; Kühnis, B.; Gavagnin, E.; Luft, A.R.; Gassert, R.; Lambercy, O.; Awai Easthope, C.; Schönhammer, J.G.,
2024.
Frontiers in Digital Health.
6(1359776).
Available from: https://doi.org/10.3389/fdgth.2024.1359776
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2022.
In:
26th European Network of Occupational Therapy in Higher Education Annual Meeting (ENOTHE), Tbilisi, Georgia,14-16 October 2022.
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Sauerzopf, Lena; Luft, Andreas; Spiess, Martina,
2022.
Implementation of tools for technology-based teleassessment of sensorimotor recovery after stroke.
In:
19th International Medical Ph.D. Conference, Hradec Králové, Czech Republic, 24-25 November 2022.