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Multiple regression analysis of repetitive finger tapping parameters

Authorized Users Only
2014
Authors
Miler-Jerković, Vera
Đurić-Jovičić, Milica
Perovic-Belić, Minja
Ječmenica-Lukić, Milica
Petrović, Igor
Radovanović, Saša M.
Kostić, Vladimir S.
Popović, Mirjana B.
Conference object (Published version)
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Abstract
In this paper, we present methodology for investigating relations among kinematic parameters of finger tapping, typically used for motor assessment of upper limb by implementing multiple linear regression analysis. Duration, speed and angle were selected as the most frequently used to describe taping performance. The goal of this study was to determine if these basic finger tapping parameters can be estimated through other parameters and to quantify their relations and contributions to the obtained estimation. The study included 12 patients with Parkinson's disease (PD) and 12, age and gender matched healthy subjects (HS). Results showed that selected three kinematic parameters can be estimated with error less than 7% for healthy subjects and less than 10% error for patients with PD.
Keywords:
repetitive finger tapping / multiple regression analysis / Parkinson's disease
Source:
2014 22nd Telecommunications Forum, TELFOR 2014 - Proceedings of Papers, 2014, 537-540
Publisher:
  • IEEE, New York
Funding / projects:
  • Effects of assistive systems in neurorehabilitation: recovery of sensory-motor functions (RS-175016)

DOI: 10.1109/TELFOR.2014.7034465

WoS: 000392912300111

Scopus: 2-s2.0-84962223061
[ Google Scholar ]
3
1
URI
http://rimi.imi.bg.ac.rs/handle/123456789/594
Collections
  • Radovi istraživača / Researchers' publications
Institution/Community
Institut za medicinska istraživanja
TY  - CONF
AU  - Miler-Jerković, Vera
AU  - Đurić-Jovičić, Milica
AU  - Perovic-Belić, Minja
AU  - Ječmenica-Lukić, Milica
AU  - Petrović, Igor
AU  - Radovanović, Saša M.
AU  - Kostić, Vladimir S.
AU  - Popović, Mirjana B.
PY  - 2014
UR  - http://rimi.imi.bg.ac.rs/handle/123456789/594
AB  - In this paper, we present methodology for investigating relations among kinematic parameters of finger tapping, typically used for motor assessment of upper limb by implementing multiple linear regression analysis. Duration, speed and angle were selected as the most frequently used to describe taping performance. The goal of this study was to determine if these basic finger tapping parameters can be estimated through other parameters and to quantify their relations and contributions to the obtained estimation. The study included 12 patients with Parkinson's disease (PD) and 12, age and gender matched healthy subjects (HS). Results showed that selected three kinematic parameters can be estimated with error less than 7% for healthy subjects and less than 10% error for patients with PD.
PB  - IEEE, New York
C3  - 2014 22nd Telecommunications Forum, TELFOR 2014 - Proceedings of Papers
T1  - Multiple regression analysis of repetitive finger tapping parameters
EP  - 540
SP  - 537
DO  - 10.1109/TELFOR.2014.7034465
UR  - conv_3949
ER  - 
@conference{
author = "Miler-Jerković, Vera and Đurić-Jovičić, Milica and Perovic-Belić, Minja and Ječmenica-Lukić, Milica and Petrović, Igor and Radovanović, Saša M. and Kostić, Vladimir S. and Popović, Mirjana B.",
year = "2014",
abstract = "In this paper, we present methodology for investigating relations among kinematic parameters of finger tapping, typically used for motor assessment of upper limb by implementing multiple linear regression analysis. Duration, speed and angle were selected as the most frequently used to describe taping performance. The goal of this study was to determine if these basic finger tapping parameters can be estimated through other parameters and to quantify their relations and contributions to the obtained estimation. The study included 12 patients with Parkinson's disease (PD) and 12, age and gender matched healthy subjects (HS). Results showed that selected three kinematic parameters can be estimated with error less than 7% for healthy subjects and less than 10% error for patients with PD.",
publisher = "IEEE, New York",
journal = "2014 22nd Telecommunications Forum, TELFOR 2014 - Proceedings of Papers",
title = "Multiple regression analysis of repetitive finger tapping parameters",
pages = "540-537",
doi = "10.1109/TELFOR.2014.7034465",
url = "conv_3949"
}
Miler-Jerković, V., Đurić-Jovičić, M., Perovic-Belić, M., Ječmenica-Lukić, M., Petrović, I., Radovanović, S. M., Kostić, V. S.,& Popović, M. B.. (2014). Multiple regression analysis of repetitive finger tapping parameters. in 2014 22nd Telecommunications Forum, TELFOR 2014 - Proceedings of Papers
IEEE, New York., 537-540.
https://doi.org/10.1109/TELFOR.2014.7034465
conv_3949
Miler-Jerković V, Đurić-Jovičić M, Perovic-Belić M, Ječmenica-Lukić M, Petrović I, Radovanović SM, Kostić VS, Popović MB. Multiple regression analysis of repetitive finger tapping parameters. in 2014 22nd Telecommunications Forum, TELFOR 2014 - Proceedings of Papers. 2014;:537-540.
doi:10.1109/TELFOR.2014.7034465
conv_3949 .
Miler-Jerković, Vera, Đurić-Jovičić, Milica, Perovic-Belić, Minja, Ječmenica-Lukić, Milica, Petrović, Igor, Radovanović, Saša M., Kostić, Vladimir S., Popović, Mirjana B., "Multiple regression analysis of repetitive finger tapping parameters" in 2014 22nd Telecommunications Forum, TELFOR 2014 - Proceedings of Papers (2014):537-540,
https://doi.org/10.1109/TELFOR.2014.7034465 .,
conv_3949 .

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