Estimation of UPDRS finger tapping score by using artificial neural network for quantitative diagnosis of Parkinson's disease

Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB

Volumn , Issue , 2007, Pages 259-260

  Fukawa, K ^a   Okuno, R ^a   Yokoe, M ^a   Sakoda, S ^a   Akazawa, K ^b  

^a OSAKA UNIVERSITY   (Japan)

^b OSAKA INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

Acceleration; Artificial neural network; Finger tapping; Parkinson's disease; UPDRS

Indexed keywords

ACCELERATION; ANALOG TO DIGITAL CONVERSION; DIAGNOSIS; NETWORK LAYERS; NEURAL NETWORKS; NEURODEGENERATIVE DISEASES; PERSONAL COMPUTERS;

3-AXIS ACCELEROMETER; ANALOG TO DIGITAL CONVERTERS; ARTIFICIAL NEURAL NETWORK MODELING; FINGER TAPPING; MEASUREMENT SYSTEM; PARKINSON'S DISEASE; QUANTITATIVE DIAGNOSIS; UPDRS;

MULTILAYER NEURAL NETWORKS;

EID: 50049118378     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITAB.2007.4407396     Document Type: Conference Paper

References (12)

1. S. Fahn et al., Resent Developments in Parkinson's disease, vol. 2, S. Fahn et al., Ed. Florham Park, New Jersey: Maomillan Healthcare Information, 1987, pp. 153-63.
2. I. Shimoyama et al., Neurol. Med. Chir., vol. 23, pp.437-40, 1983.
3. H. Nagasaki et al.,"Exp. Aging Res., vol. 14, pp. 171-176, 1988.
4. J. S. Freeman et al. Neurol. Neurosurg. Psychiatry., vol.56, pp. 1078-1084, 1993.
5. G. Giovannoni et al., J. Neurol. Neurosurg. Psychiatry., vol.67, pp. 624-629, 1999.
6. H. M. Bronte-Stewart et al., Mov. Disord., vol.15, pp.36-47, 2000.
7. I. Shimoyama et al., Arch. Neurol., vol.47, pp. 681-684, 1990.
8. M. Frischer, Neuropsychologia., vol.27, pp. 1261-1266, 1989.
9. J. Konozak et al., Mov Disord., vol.12, pp.665-676, 1997.
10. R. Agostino et al., Mov Disord., vol.18, pp. 560-565, 2003.
11. th Ann. Int Conf IEEE EMBS, vol. Supplement, pp. 6623-6626, 2006.
12. th Ann. Int. Conf. IEEE EMBS, (accepted)