Please use this identifier to cite or link to this item: https://ruomo.lib.uom.gr/handle/7000/354
Title: Towards remote evaluation of movement disorders via smartphones
Authors: Kostikis, N
Hristu-Varsakelis, D
Arnaoutoglou, M
Kotsavasiloglou, C
Baloyiannis, S
Type: Conference Paper
Subjects: FRASCATI::Engineering and technology::Electrical engineering, Electronic engineering, Information engineering
Subjects MESH: Actigraphy
Diagnosis, Computer-Assisted
Equipment Design
Equipment Failure Analysis
Humans
Monitoring, Ambulatory
Movement Disorders
Reproducibility of Results
Sensitivity and Specificity
Telemedicine
Acceleration
Cell Phone
Issue Date: 2011
Volume: 2011
First Page: 5240
Last Page: 5243
Volume Title: 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society
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.
URI: https://doi.org/10.1109/IEMBS.2011.6091296
https://ruomo.lib.uom.gr/handle/7000/354
ISBN: 978-1-4577-1589-1
978-1-4244-4121-1
978-1-4244-4122-8
ISSN: 1557-170X
Other Identifiers: 10.1109/IEMBS.2011.6091296
Appears in Collections:Department of Applied Informatics

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