A System for Analysis of Tremor in Patients with Parkinson’s Disease Based on Motion Capture Technique
详细信息 查看全文
- 作者：Magdalena Stawarz (1) Magdalena.Stawarz@polsl.pl
Andrzej Polański (12) Andrzej.Polanski@polsl.pl
Stanis?aw Kwiek (3) skwiek@csk.katowice.pl
Magdalena Boczarska-Jedynak (4) m.boczarska@gmail.com
?ukasz Janik (1) Lukasz.Janik@polsl.pl
Andrzej Przybyszewski (5) Andrzej.Przybyszewski@umassmed.edu
Konrad Wojciechowski (12) Konrad.Wojciechowski@polsl.pl - 关键词：motion capture – tremor – parkinson disease
- 刊名：Lecture Notes in Computer Science
- 出版年：2012
- 出版时间：2012
- 年：2012
- 卷：7594
- 期：1
- 页码：618-625
- 全文大小：772.8 KB
- 参考文献：1. Jankovic, J., Fahn, S.: Physiologic and pathologic tremors. Diags. mechanism. and management. Ann. Intern. Med. 93, 460–465 (1980)
2. Findley, L.J.: Classification of tremors. J. Clin. Neurophysiol. 13, 122–132 (1996)
3. Grimaldi, G., Manto, M.: Neurological tremor: sensors. signal processing and emerging applications. Sensors 10, 1399–1422 (2010)
4. Rao, G., Fisch, L., Srinivasan, S., et al.: Does this patient have Parkinson disease? JAMA 289, 347–353 (2003)
5. Kwiek, S.J., Boczarska, M., Swiat, M., Kodowska-Duda, G., Kukier, W., Slusarczyk, W., Antonowicz-Olewicz, A., Szajkowski, S., Suszyski, K., Ba?owski, P., Opala, G.: Deep brain stimulation for Parkinson’s disease. Experience of Silesian Interdisciplinary Centre for Parkinson’s disease treatment in Katowice. 39 Zjazd Polskiego Towarzystwa Neurochirurgów i Sekcji Pielêgniarskiej PTNCh z udziaem Greckiego Towarzystwa Neurochirurgicznego, September 17-20, Mikoajki, Poland (2009)
6. Andrade, L., Manolakos, E.S.: Signal background estimation and baseline correction algorithms for accurate DNA sequencing. Journal of VLSI Signal Processing 35, 229–243 (2003)
7. Kwiek, S.J., K?odowska-Duda, G., Wójcikiewicz, T., ?lusarczyk, W., Kukier, W., Baowski, P., Zymon-Zagrska, A., Buszta, H., Konopka, M., Giec-Lorenz, A., Opala, G.: Stereotactic stimulation and ablative procedures for therapy of movement disorders. Own experience. Acta Neurochir 148(10), 42 (2006)
8. Kwiek, S.J., K?odowska-Duda, G., Wójcikiewicz, T., ?lusarczyk, W., Kukier, W., Ba?owski, P., Zymon-Zagórska, A., Buszta, H., Konopka, M., Kie?tyka, A., Opala, G.: Simultaneous targeting and stimulation of STN and VIM in tremor predominant PD patients. Pro’s and Cons. Acta Neurochir. 148(10), 36 (2006)
9. http://c3d.org (accessed: March 15, 2012)
10. Lander, J.: Working with motion capture file formats. Game Developer 5(1), 30–37 (1998)
11. http://www.mathworks.com/help/toolbox/bioinfo/ref/msbackadj.html (accessed: March 20, 2012) - 作者单位：1. Institute of Computer Science, Silesian University of Technology, Akademicka 16, 44-100 Gliwice, Poland2. Polish-Japanese Institute of Information Technology, Aleja Legionów 2, 41-902 Bytom, Poland3. Departament of Neurosurgery, Medical University of Silesia, Central University Hospital, Medyków 14, 40-752 Katowice, Poland4. Department of Neurorehabilitation, Departament of Neurology, Medical University of Silesia, Central University Hospital, Medyków 14, 40-752 Katowice, Poland5. Dept Neurology, University of Massachusetts Medical School, 55 Lake Av, Worcester, MA 01655, USA
- ISSN：1611-3349
文摘
Resting tremor is one of the primary motor symptoms of Parkinson’s Disease. In this paper we analyze the occurrence of tremor in Parkinson’s disease by using a system for measurements of kinematic data of upper limbs. The experimental group includes seven PD patients during standing. Analysis is based on kinematic measurements done by using multimodal motion capture (MOCAP) system for registration of 3D positions of body markers, ground reaction forces and electromyography signals. All patients taking part in examination have undergone deep brain stimulation surgical treatment. Examination involved comparisons of tremor parameters across four conditions, where stimulator was turned ON/OFF and medication was ON/OFF. Obtained results confirm statistically significant differences of certain tremor parameters between different experimental conditions.