Multiple regression analysis of repetitive finger tapping parameters
Само за регистроване кориснике
2014
Аутори
Miler-Jerković, VeraĐurić-Jovičić, Milica
Perovic-Belić, Minja
Ječmenica-Lukić, Milica
Petrović, Igor
Radovanović, Saša M.
Kostić, Vladimir S.
Popović, Mirjana B.
Конференцијски прилог (Објављена верзија)
Метаподаци
Приказ свих података о документуАпстракт
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.
Кључне речи:
repetitive finger tapping / multiple regression analysis / Parkinson's diseaseИзвор:
2014 22nd Telecommunications Forum, TELFOR 2014 - Proceedings of Papers, 2014, 537-540Издавач:
- IEEE, New York
Финансирање / пројекти:
Институција/група
Institut za medicinska istraživanjaTY - 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 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" }
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
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 .
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 . .