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Posture transition identification on PD patients through a SVM-based technique and a single waist-worn accelerometer

Autor
Rodriguez-Martin, D.; Sama, A.; Perez, C.; Cabestany, J.; Catala, A.; Rodríguez, A.
Tipus d'activitat
Article en revista
Revista
Neurocomputing
Data de publicació
2015-03-16
Volum
164
Pàgina inicial
144
Pàgina final
153
DOI
https://doi.org/10.1016/j.neucom.2014.09.084 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/28432 Obrir en finestra nova
URL
http://www.sciencedirect.com/science/article/pii/S0925231215002994 Obrir en finestra nova
Resum
Identification of activities of daily living is essent ial in order to evaluate the quality of life both in the elderly and patients with mobility problems. Posture transitions (PT) are one of the most mechanically demanding activities in daily life and, thus, they can lead to falls in patients with mobility problems. This paper deals with PT recognitio n in Parkinson’s Disease (PD) patients by means of a triaxial accelerometer situated between the anterior and the left lateral part of the wai...
Citació
Rodriguez-Martin, D. [et al.]. Posture transition identification on PD patients through a SVM-based technique and a single waist-worn accelerometer. "Neurocomputing", 16 Març 2015, vol. 164, p. 144-153.
Paraules clau
Accelerometer, Parkinson's Disease, Posture Transitions, Support, Vector Machines
Grup de recerca
CETpD -Centre d'Estudis Tecnològics per a l'Atenció a la Dependència i la Vida Autònoma

Participants