Analysis of pathological tremors using the autoregression model

Analysis of pathological tremors using the autoregression model Frontiers Med. Biol. Engng , Vol. 11, No. 3, pp. 221– 235 (2001) Ó VSP 2001. Translated paper Analysis of pathological tremors using the autoregression model * KIYOSHI OKADA 1 ; † , SHIMA HANDO 2 , MIYOKO TERANISHI 3 , YOSHINOBU MATSUMOTO 4 and ICHIRO FUKUMOTO 3 1 Department of Electronic Control Engineering, Nagaoka National College of Technology, 888 Nishikatakai, Nagaoka 940-8532, Japan 2 System Development Group, Medical System Division, Kissei Comtec, 4010-10 Wada, Matsumoto 390-1293, Japan 3 Institute of Biomedical Engineering, Nagaoka University of Technology, 1603-1 Kamitomioka, Nagaoka 940-2188, Japan 4 Radio Isotope Center, Nagaoka University of Technology, 1603-1 Kamitomioka, Nagaoka 940-2188, Japan Received 8 December 2000; revised 9 May 2001; accepted 14 June 2001 Abstract —The usefulness of analysis of acceleration data using an autoregression model (AR) for differential diagnosis of Parkinson’s disease and other diseases with tremors was investigated. The order of the AR model used in this study was 7, in accordance with Akaike’s Ž nal prediction error criterion. The subjects included 19 patients with Parkinson’s disease; 21 patients with essential tremor, which mainly appears in old people, as well as Parkinson’s disease; and 13 healthy old people as a control group. The http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Frontiers of Medical & Biological Engineering Brill

Analysis of pathological tremors using the autoregression model

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Publisher
Brill
Copyright
© 2001 Koninklijke Brill NV, Leiden, The Netherlands
ISSN
0921-3775
eISSN
1568-5578
D.O.I.
10.1163/15685570152772487
Publisher site
See Article on Publisher Site

Abstract

Frontiers Med. Biol. Engng , Vol. 11, No. 3, pp. 221– 235 (2001) Ó VSP 2001. Translated paper Analysis of pathological tremors using the autoregression model * KIYOSHI OKADA 1 ; † , SHIMA HANDO 2 , MIYOKO TERANISHI 3 , YOSHINOBU MATSUMOTO 4 and ICHIRO FUKUMOTO 3 1 Department of Electronic Control Engineering, Nagaoka National College of Technology, 888 Nishikatakai, Nagaoka 940-8532, Japan 2 System Development Group, Medical System Division, Kissei Comtec, 4010-10 Wada, Matsumoto 390-1293, Japan 3 Institute of Biomedical Engineering, Nagaoka University of Technology, 1603-1 Kamitomioka, Nagaoka 940-2188, Japan 4 Radio Isotope Center, Nagaoka University of Technology, 1603-1 Kamitomioka, Nagaoka 940-2188, Japan Received 8 December 2000; revised 9 May 2001; accepted 14 June 2001 Abstract —The usefulness of analysis of acceleration data using an autoregression model (AR) for differential diagnosis of Parkinson’s disease and other diseases with tremors was investigated. The order of the AR model used in this study was 7, in accordance with Akaike’s Ž nal prediction error criterion. The subjects included 19 patients with Parkinson’s disease; 21 patients with essential tremor, which mainly appears in old people, as well as Parkinson’s disease; and 13 healthy old people as a control group. The

Journal

Frontiers of Medical & Biological EngineeringBrill

Published: Jan 1, 2001

Keywords: ESSENTIAL TREMOR; PARKINSONISM TREMOR; PATHOLOGICAL TREMOR; AUTOREGRESSION MODEL

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