Title :
Estimation of Characteristic Parameters for Objective Diagnostic in Parkinson Disease and Comparison with Standard Clinical Tests
Author :
Attivissimo, F. ; Giaquinto, N. ; Lanzolla, A.M.L. ; Quagliarella, L. ; Sasanelli, N.
Author_Institution :
Dept. of Electrics & Electron., Bari Polytech.
Abstract :
The present work concerns the problem of evaluating and quantifying the severity of Parkinson disease, by means of the identification and the analysis of objective biomedical parameters direct linked to the primary Parkinsonian symptoms. Previously, a simple, inexpensive and non-invasive measurement system with a suitable software able to record, to manage and to enterprise the acquired data, has been developed (Sasanelli et al., 2002) to measure the palmar grip strength in isometric conditions. Afterwards, a study that evaluates the filtering and phase noise effects and the performances of different methods used to estimate the characteristic parameters of the palmar grip, has been proposed. In this paper the authors propose a more detailed statistical analysis to investigate the statistical difference among the several defined biomedical parameters, with the aim to distinguish pathologic subjects from healthy ones. Moreover a compared study between the results obtained in our proposed analysis technique and the achieved from standard clinical test ones, has been carried out by highlighting the more meaningful correlations
Keywords :
biomedical measurement; diseases; medical signal processing; neurophysiology; parameter estimation; patient diagnosis; statistical analysis; Parkinson disease; biomedical signal analysis; noninvasive measurement system; objective biomedical parameters; palmar grip strength; phase noise effects; primary Parkinsonian symptoms; standard clinical tests; statistical analysis; Biomedical measurements; Filtering; Parameter estimation; Parkinson´s disease; Performance evaluation; Phase estimation; Phase noise; Software development management; Software measurement; Testing; analysis of correlation; biomedical signal analysis; clinical tests; hand grip; statistical difference;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2006. IMTC 2006. Proceedings of the IEEE
Conference_Location :
Sorrento
Print_ISBN :
0-7803-9359-7
Electronic_ISBN :
1091-5281
DOI :
10.1109/IMTC.2006.328145