Title :
Preliminary results of ON/OFF detection using an integrated system for Parkinson´s disease monitoring
Author :
Pastorino, Matteo ; Cancela, Jorge ; Arredondo, Maria T. ; Pastor-Sanz, Laura ; Contardi, Sara ; Valzania, Franco
Author_Institution :
Life Supporting Technol., Univ. Politec. de Madrid (UPM), Madrid, Spain
Abstract :
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%) and worst (87%) 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.
Keywords :
biomedical equipment; diseases; medical disorders; medical signal detection; patient monitoring; sensors; ON-OFF detection; PD motor symptoms; PD patients; Parkinson´s disease monitoring; akinesia motor symptoms; bradykinesia; dyskinesia; integrated system; medication dosages; medication timing; motion signal recording; signal analysis; software algorithms; time 32 hour; tremor; wearable sensor devices; Biomedical monitoring; Correlation; Diseases; Drugs; Fluctuations; Monitoring; Timing; Adult; Aged; Female; Humans; Male; Middle Aged; Monitoring, Ambulatory; Parkinson Disease;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6609657