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Dopaminergic-induced dyskinesia assessment based on a single belt-worn accelerometer

Author
Perez, C.; Sama, A.; Rodriguez-Martin, D.; Moreno, J.; Cabestany, J.; Bayés, À.; Mestre, B.; Alcaine, S.; Quispe, P.; ÓLaighin, G.; Sweeney, D.; Quinlan, L.; Counihan, T.; Browne, P.; Annicchiarico, R.; Costa, A.; Lewy, H.; Rodríguez, A.
Type of activity
Journal article
Journal
Artificial intelligence in medicine
Date of publication
2016-01-14
DOI
https://doi.org/10.1016/j.artmed.2016.01.001 Open in new window
Repository
http://hdl.handle.net/2117/84537 Open in new window
URL
http://www.sciencedirect.com/science/article/pii/S0933365716000038 Open in new window
Abstract
Background After several years of treatment, patients with Parkinson's disease (PD) tend to have, as a side effect of the medication, dyskinesias. Close monitoring may benefit patients by enabling doctors to tailor a personalised medication regimen. Moreover, dyskinesia monitoring can help neurologists make more informed decisions in patient's care. Objective To design and validate an algorithm able to be embedded into a system that PD patients could wear during their activities of daily livi...
Citation
Perez, C., Sama, A., Rodriguez-Martin, D., Moreno, J., Cabestany, J., Bayés, À., ÓLaighin, G., Quinlan, L., Counihan, T., Annicchiarico, R., Lewy, H., Rodríguez, A. Dopaminergic-induced dyskinesia assessment based on a single belt-worn accelerometer. "Artificial intelligence in medicine", 14 Gener 2016.
Keywords
Ambulatory monitoring, Dyskinesia, Inertial sensors, Parkinson's disease, Support vector machine
Group of research
CETpD - Technical Research Centre for Dependency Care and Autonomous Living
ISSET - Integrated Smart Sensors and Health Technologies

Participants

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