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Algorithms for Computing Indexes of Neurological Gait Abnormalities in Patients after DBS Surgery for Parkinson Disease Based on Motion Capture Data

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
The motion capture (MOCAP) technology is becoming very useful in medical applications, such as orthopedics, neurology and physical therapy. In the literature the reare already studies of using MOCAP measurements for diagnosis of gait abnormalities. In this paper, we present an algorithm for computation of important indexes defining abnormalities of the gait for a unifed MOCAP data standard, namely for the ASF/AMC MOCAP data recording and storage system. We also present preliminary experimental results on examination of Parkinson’s disease (PD) for a bilateral subthalamic nucleus stimulation patient in the MOCAP laboratory.
Słowa kluczowe
Rocznik
Strony
299--317
Opis fizyczny
Bibliogr. 20 poz., rys., wykr.
Twórcy
autor
  • Silesian University of Technology, Institute of Computer Science, ul. Akademicka 16, 44-100 Gliwice, Poland
autor
  • Departament of Neurosurgery, Medical University of Silesia, Central University Hospital, ul. Medyków 14, 40-752 Katowice, Poland
autor
  • Silesian University of Technology, Institute of Computer Science, ul. Akademicka 16, 44-100 Gliwice, Poland
  • Polish-Japanese Institute of Information Technology, Aleja Legionów 2, 41-902 Bytom, Poland
autor
  • Silesian University of Technology, Institute of Computer Science, ul. Akademicka 16, 44-100 Gliwice, Poland
  • Department of Neurorehabilitation, Departament of Neurology, Medical University of Silesia Central University Hospital, ul.Medyków 14, 40-752 Katowice, Poland
  • University of Massachusetts Medical School, Dept Neurology 55 Lake Av, Worcester, MA01655, USA
  • Silesian University of Technology, Institute of Computer Science, ul. Akademicka 16, 44-100 Gliwice, Poland
  • Polish-Japanese Institute of Information Technology, Aleja Legionów 2, 41-902 Bytom, Poland
Bibliografia
  • [1] Savitzky, A.; Golay, M. J. E. “Smoothing and Differentiation of Data by Simplified Least Squares Procedures”. Analytical Chemistry 36 (8): 1627-1639, 1964.
  • [2] Barr A. H., Currin B., Gabriel S., Hughes J. F., Smooth interpolation of orientations with angular velocity constraints using quaternions, Proceedings of the 19th annual conference on Computer graphics and interactive techniques, p. 313-320, Vol. 26, July 1992.
  • [3] Lander, J. 1998. Working with motion capture file formats. Game Developer 5(1): 30-37.
  • [4] Earhart G. M., Bastian A. J. Selection and coordination of human locomotor forms following cerebellar damage. J. Neurophysiol. 85: 759-769, 2001.
  • [5] Kwiek S. J., Bierzyńska-Macyszyn G., Tarnawski R., Maciejewski B., Wolwender A. , Lewin-Kowalik J., Właszczuk P., Konopka M., Baron J., Zymon-Zagórska A., Luszawski J. Stereotactic methods in interdisciplinary diagnosis and treatment of posterior fossa tumours. Folia Neuropathol. 2003; Vol.41, No.4, p.241-244.
  • [6] Kwiek S. J., Wolwender A., Bierzyńska-Macyszyn G., Fijałkowski M., Tarnawski R., Bażowski P., Maciejewski B., Luszawski J., Kukier W., Ślusarczyk W., Zymon-Zagórska A., Konopka M. Analysis of goal achievement and failure reasons of stereotactic procedures. 12th European Congress of Neurosurgery (EANS) - Neurosurgery 2003, Lisbon [Portugal] 7-12.09.2003. Bologna: Monduzzi Editore, p.1043-1046.
  • [7] Conway J., Smith D., Dixon G.: On quaternions and octonions: Their geometry, arithmetic, and symmetry, The Mathematical Intelligencer, Springer New York, Issn: 0343-6993, Mathematics and Statistics, p.75-77, Vol.: 26, Issue: 2, 2004.
  • [8] Coutsias, E. A.; Romero L. The Quaternions with Applications to Rigid Body Dynamics; Sandia National Laboratories, Technical Report SAND2004-0153, 2004.
  • [9] Kwiek S. J., Bierzyńska-Macyszyn G., Właszczuk P., Bażowski P., Maciejewski B., Tarnawski R., Ślusarczyk W., Kukier W., Wójcikiewicz T., Hayatullah A., Duda I. a, Larysz D., Blamek S. Nonneoplastic, degenerative brain pathologies and fibroses diagnosed on the basis of ultra-small samples obtained by stereotactic biopsy. Folia Neuropathol.; Vol.42, No. 4, p.197-201, 2004.
  • [10] Kwiek S. J., Bierzyńska-Macyszyn G., Właszczuk P., Tarnawski R., Maciejewski B., Bażowski P., Wolwender A., Zymon-Zagórska A., Konopka M., Hayatullah A., Ślusarczyk W., Kukier W., Jeziorska A. Diagnosis of ultra-small samples obtained from stereotactic biopsy as a key for brainstem, cerebellar, mesencephalic and thalamic region lesions interdisciplinary management. 2nd Intercontinental Congress of Pathology, Iguassu Falls [Brazil] 9-13.07.2004. Eds.: F. Soares, J. Vassallo, L. F. Bleggi Torres, Bologna: Monduzzi Editore, p. 113-116, 2004.
  • [11] Kwiek S. J., Kłodowska-Duda G., Wójcikiewicz T., Ślusarczyk W., Kukier W., Bażowski P., Zymon-Zagórska A., Buszta H., Konopka M., Giec-Lorenz A., Opala G. Stereotactic stimulation and ablative procedures for therapy of movement disorders. Own experience.. Acta Neurochir. Vol.148 No. 10, p.42, 2006.
  • [12] Kwiek S. J. , Kłodowska-Duda G., Wójcikiewicz T., Ślusarczyk W., Kukier W., Bażowski P., Zymon- Zagórska A., Buszta H., Konopka M., Kiełtyka A., Opala G. Simultaneous targeting and stimulation of STN and VIM in tremor predominant PD patients. Pro’s and cons. Acta Neurochir. 2006; Vol. 148 No. 10, p.36.
  • [13] Zifchock R.A., Davis I., Higginson J., Royer T. The symmetry angle: a novel, robust method of quantifying asymmetry. Gait Posture; 27 (4): 622-7, 2008.
  • [14] Kwiek S. J., Boczarska M. , Świat M., Kłodowska-Duda G., Kukier W., Ślusarczyk W., Antonowicz- Olewicz A., Szajkowski S., Suszyński K., Bażowski 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 Pielęgniarskiej PTNCh z udziałem Greckiego Towarzystwa Neurochirurgicznego. Mikołajki [Poland], 17.09-20.09.2009, pp. 85-86, 2009.
  • [15] Sandholm A., Pronost N., Thalmann D., (2009), MotionLab: A Matlab toolbox for extracting and processing experimental motion capture data for neuromuscular simulations, Proceedings of the Second 3D Physiological Human Workshop (3DPH) 2009, Lecture Notes in Computer Science (5903).
  • [16] Kwiek S. J., Boczarska-Jedynak M., Świat M., Kłodowska-Duda G., Ślusarczyk W., Kukier W., Błaszczyk B., Doleżych H., Szajkowski S., Suszyński K., Kocur D., Bażowski P., Opala G. DBS for Parkinson’s disease treatment. Experience and results interdisciplinary Silesian Centre for Parkinson’s Disease Treatment in Katowice. Neurol. Neurochir. Pol.; Vol.44, supl. I, s. S16-S17, 2010, [84]
  • [17] Lewek M. D., Poole R., Johnson J., Halawa O., Huang X. Arm swing magnitude and asymmetry during gait in the early stages of Parkinson’s disease. Gait Posture. 2010; 31: 256-260.
  • [18] Omar S. Mian, Susanne A. Schneider, Petra Schwingenschuh, Kailash P. Bhatia, Brian L. Day DPhil, Gait in SWEDDs patients: Comparison with Parkinson’s disease patients and healthy controls, 2011.
  • [19] http://research.cs.wisc.edu/graphics/Courses/cs-838-1999/Jeff/ASF-AMC.html [Online]. [Accessed: 10-Dec-2011].
  • [20] http://c3d.org/ [Online]. Available: http://c3d.org/. [Accessed: 20-Nov-2011].
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-a96752f7-b27a-43d6-a41c-a2b0abf0fb7b
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