Preliminary results of ON/OFF detection using an integrated system for Parkinson's disease monitoring


Autoria(s): Pastorino, Matteo; Cancela, Jorge; Arredondo Waldmeyer, Maria Teresa; Pastor Sanz, Laura; Contardi, Sara; Valzania, Franco
Data(s)

2013

Resumo

This paper describes the experimental set up of a system composed by a set of wearable sensors devices for the recording of the motion signals and software algorithms for the signal analysis. This system is able to automatically detect and assess the severity of bradykinesia, tremor, dyskinesia and akinesia motor symptoms. Based on the assessment of the akinesia, the ON-OFF status of the patient is determined for each moment. The assessment performed through the automatic evaluation of the akinesia is compared with the status reported by the patients in their diaries. Preliminary results with a total recording period of 32 hours with two PD patients are presented, where a good correspondence (88.2 +/- 3.7 %) was observed. Best (93.7 por ciento) and worst (87 por ciento) correlation results are illustrated, together with the analysis of the automatic assessment of the akinesia symptom leading to the status determination. The results obtained are promising, and if confirmed with further data, this automatic assessment of PD motor symptoms will lead to a better adjustment of medication dosages and timing, cost savings and an improved quality of life of the patients.

Formato

application/pdf

Identificador

http://oa.upm.es/32169/

Idioma(s)

spa

Publicador

E.T.S.I. Telecomunicación (UPM)

Relação

http://oa.upm.es/32169/7/INVE_MEM_2013_176572.pdf

http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6609657

info:eu-repo/semantics/altIdentifier/doi/10.1109/EMBC.2013.6609657.

Direitos

http://creativecommons.org/licenses/by-nc-nd/3.0/es/

info:eu-repo/semantics/openAccess

Fonte

35th Annual International Conference of Engineering in Medicine and Biology Society (EMBC 2013) | 35th Annual International Conference of Engineering in Medicine and Biology Society (EMBC 2013) | 03/07/2013 - 07/07/2013 | Osaka, Japan

Palavras-Chave #Medicina #Telecomunicaciones
Tipo

info:eu-repo/semantics/conferenceObject

Ponencia en Congreso o Jornada

PeerReviewed