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Time series analysis of the course of Menière's disease
1Division of Electronic Engineering, Tokyo Medical and Dental University, Japan.
Abstract:
Subjective symptoms of Menière's disease (vertiginous attacks, nonparoxysmal dizziness, tinnitus, hearing loss, headache, stiff neck, nausea etc.) were graded respectively according to severity (0-3 or 0-5) and were recorded daily by affected patients. These recordings, from 20 cases of Menière's disease, were collected and analysed by an original program of time series analysis including autocorrelation, cross-correlation, daily sum of inner ear related factors and general factors, and their moving average. Cluster occurrence of dizzy spells in the active stage and a marked cross-correlation between inner ear factors and general factors were found to constitute a characteristic pattern in Menière's disease in relation to its pathophysiology. Time series analysis was also useful for clinical decision-making, such as evaluation of the effect of treatment, and estimation of prognosis.