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Using Kinect to classify Parkinson’s disease stages related to severity of gait impairment

Abstract Background Parkinson’s Disease (PD) is a chronic neurodegenerative disease associated with motor problems such as gait impairment. Different systems based on 3D cameras, accelerometers or gyroscopes have been used in related works in order to study gait disturbances in PD. Kinect Ⓡ has also...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Lacramioara Dranca, Lopez de Abetxuko Ruiz de Mendarozketa, Alfredo Goñi, Arantza Illarramendi, Irene Navalpotro Gomez, Manuel Delgado Alvarado, María Cruz Rodríguez-Oroz
Format: Artigo
Sprache:Inglês
Veröffentlicht: BMC 2018-12-01
Schriftenreihe:BMC Bioinformatics
Schlagworte:
Kinect
Classification methods
Bayesian networks
Parkinson disease
Gait
Online-Zugang:http://link.springer.com/article/10.1186/s12859-018-2488-4
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