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Frequency analysis of lower extremity electromyography signals for the quantitative diagnosis of dystonia
Shanette A Go1, Krista Coleman-Wood2, Kenton R Kaufman2
1Mayo Graduate School, Mayo Medical School and the Mayo Clinic Medical Scientist Training Program, Mayo Clinic, Rochester, MN 55905, USA.
Abstract:
The purpose of this study was to develop an objective, quantitative tool for the diagnosis of lower extremity dystonia. Frequency domain analysis was performed on surface and fine-wire electromyography (EMG) signals collected from the lower extremity musculature of ten patients with suspected dystonia while performing walking trials at self-selected speeds. The median power frequency (MdPF) and percentage of total power contained in the low frequency range (%AUCTotal) were determined for each muscle studied. Muscles exhibiting clinical signs of dystonia were found to have a shift of the MdPF to lower frequencies and a simultaneous increase in the %AUCTotal. A threshold frequency of 70Hz identified dystonic muscles with 73% sensitivity and 63% specificity. These results indicate that frequency analysis can accurately distinguish dystonic from non-dystonic muscles.
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