Automated Levodopa-induced dyskinesia assessment

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 2411-2414

  Tsipouras, Markos G ^a   Tzallas, Alexandros T ^a   Rigas, Georgios ^a   Bougia, Panagiota ^a   Fotiadis, Dimitrios I ^a   Konitsiotis, Spyridon ^b  

^a UNIVERSITY OF IOANNINA   (Greece)

^b UNIVERSITY OF IOANNINA   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ABILITY; CLASSIFICATION ACCURACY; CLASSIFICATION TECHNIQUE; LEVODOPA; SENSOR COMBINATIONS;

ACCELEROMETERS; SENSORS;

RATING;

ANTIPARKINSON AGENT; LEVODOPA;

ACCELERATION; ALGORITHM; AMBULATORY MONITORING; ARTICLE; AUTOMATION; COMPUTER LANGUAGE; DYSKINESIA; EQUIPMENT; EQUIPMENT DESIGN; GENETIC PROCEDURES; HUMAN; METHODOLOGY; PARKINSON DISEASE; PATHOPHYSIOLOGY; REPRODUCIBILITY; SIGNAL PROCESSING; STATISTICAL MODEL;

ACCELERATION; ALGORITHMS; ANTIPARKINSON AGENTS; AUTOMATION; BIOSENSING TECHNIQUES; DYSKINESIA, DRUG-INDUCED; EQUIPMENT DESIGN; HUMANS; LEVODOPA; MODELS, STATISTICAL; MONITORING, AMBULATORY; PARKINSON DISEASE; PROGRAMMING LANGUAGES; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 78650807258     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5626130     Document Type: Conference Paper

References (18)

1. J. Jankovic, "Parkinson's disease: clinical features and diagnosis," J Neurol Neurosurg Psychiatry, vol. 79, no. 4, pp. 368-376, 2008.
2. N. L. Keijsers, M. W. Horstink, and S. C. Gielen, "Online Monitoring of Dyskinesia in Patients with Parkinson's disease," IEEE Eng Med Biol Mag, vol. 22, pp. 96-103, May 2003.
3. J. I. Hoff, J. J. van Hilten, and R.A. Roos, "A review of the assessment of dyskinesias," Mov Disord, vol. 14, no. 5, pp. 737-743, 2001.
4. N. Yanagisawa, "EMG characteristics of involuntary movements," in Dyskinesias, G. W. Bruyn, Ed. Sandoz BV, Uden, 1984, pp. 142-159.
5. J. Haines, and P. Sainsbury, "Ultrasound system for measuring patients' activity and disorders of movement," Lancet, vol. 14, no. 2(7781), pp. 802-803, 1972.
6. P. R. Burkhard, H. Shale, L. W. Langston, and J. W. Tetrud, "Quantification of dyskinesia in Parkinson's disease: validation of a novel instrumental method," Mov Disord, vol. 14, no. 5, pp. 754-63, 1999.
7. N. L. Keijsers, M. W. Horstink, J. J. van Hilten, J. I. Hoff, and S. C. Gielen, "Detection and assessment of the severity of Levodopainduced dyskinesia in patients with Parkinson's Disease by neural networks," Mov Disord, vol. 15, no. 6, pp. 1104-1111, 2000.
8. J. I. Hoff, A. A. van den Plas, E. A. Wagemans, and J. J. van Hilten, "Accelerometric assessment of levodopa-induced dyskinesias in Parkinson's disease," Mov Disord, vol. 16, pp. 58-61, 2001.
9. N. L. Keijsers, M. W. Horstink, and S. C. Gielen, "Automatic assessment of Levodopa-induced dyskinesias in daily life by neural networks," Mov Disord, vol. 18, no. 1, pp.70-80, 2003.
10. M. Ghassemi, S. Lemieux, M. Jog, R. Edwards, and C. Duval, "Bradykinesia in patients with Parkinson's disease having levodopainduced dyskinesias," Brain Res Bul, vol. 69, pp. 512-518, 2006.
11. J. Gourb, R. Edwards, S. Lemieux, M. Ghassemi, M. Jog, and C. Duval, "Movement patterns of peak-dose levodopa-induced dyskinesias in patients with Parkinson's disease," Brain Res Bul, vol. 74, pp. 66-74, 2007. (Pubitemid 47193216)
12. M. I. Chelaru, C. Duval, and M. Jog, "Levodopa-induced dyskinesias detection based on the complexity of involuntary movements," J Neurosc Meth, vol. 186, no. 1, pp. 81-89, 2010.
13. X. Liu, C. B. Carroll, S. Y. Wang, J. Zajicek, and P. G. Bain, "Quantifying drug-induced dyskinesias in the arms using digitized spiral-drawing tasks," J Neurosc Meth, vol. 144, pp. 47-52, 2005.
14. S. Fahn, and R. Elton, "Unified Parkinson's Disease Rating Scale," in Recent Developments in Parkinson's Disease, Edited by: S. Fahn, C. Marsden, and D. Calne, Eds. Florham Park, NJ: Macmillan Health Care Information, 1986, pp. 153-164.
15. ANCO. Available: http://www.anco.gr/
16. V. G. Kaburlasos, I. N. Athanasiadis, and P. A. Mitkas, "Fuzzy lattice reasoning (FLR) classifier and its application for ambient ozone estimation," Int J Approx Reas, vol. 45, no. 1, pp. 152-188, 2007.
17. J. R. Quinlan, C4.5. CA: Morgan Kauffman, 1993.
18. L. Breiman, "Random Forests," Machine Learning, vol. 45, no. 1, pp. 5-32, 2001.