DocumentCode :
2492304
Title :
Towards remote evaluation of movement disorders via smartphones
Author :
Kostikis, N. ; Hristu-Varsakelis, D. ; Arnaoutoglou, M. ; Kotsavasiloglou, C. ; Baloyiannis, S.
Author_Institution :
Dept. of Appl. Inf., Univ. of Macedonia, Thessaloniki, Greece
fYear :
2011
fDate :
Aug. 30 2011-Sept. 3 2011
Firstpage :
5240
Lastpage :
5243
Abstract :
Recent advances in mobile phone technology have placed an impressive array of sensing and communication equipment at the hands of an ever-growing number of people. One of the areas which can potentially be transformed by the availability of what is essentially a cheap, ubiquitous networked sensor, is that of remote diagnosis of movement disorders, such as Parkinson´s disease. This work describes a smartphone-based method for detecting and quantifying the hand tremor associated with movement disorders using signals from the accelerometer and gyroscope embedded in the patient´s phone. Our approach is web-based and user-friendly, requiring minimal user interaction. In clinical experiments with twenty subjects, we found that by combining both accelerometer and gyroscope signals, we were able to correctly identify those with hand tremor, using very simple signal metrics.
Keywords :
Internet; accelerometers; gyroscopes; human computer interaction; medical disorders; mobile computing; patient diagnosis; smart phones; Web-based approach; accelerometer; clinical experiment; gyroscope signals; hand tremor; movement disorders; patient phone; remote diagnosis; remote evaluation; smartphone-based method; user interaction; user-friendly approach; Acceleration; Accelerometers; Diseases; Educational institutions; Gyroscopes; Smart phones; Acceleration; Actigraphy; Cellular Phone; Diagnosis, Computer-Assisted; Equipment Design; Equipment Failure Analysis; Humans; Monitoring, Ambulatory; Movement Disorders; Reproducibility of Results; Sensitivity and Specificity; Telemedicine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2011.6091296
Filename :
6091296
Link To Document :
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