Rc. Vasko et al., POWER SPECTRAL-ANALYSIS OF EEG IN A MULTIPLE-BEDROOM, MULTIPLE-POLYGRAPH SLEEP LABORATORY, International journal of medical informatics, 46(3), 1997, pp. 175-184
Citations number
14
Categorie Soggetti
Information Science & Library Science","Medical Informatics
Objectives: We describe the methods for power spectral analysis (PSA)
of sleep electroencephalogram (EEG) data at a large clinical and resea
rch sleep laboratory. The multiple-bedroom multiple-polygraph design o
f the sleep laboratory poses unique challenges for the quantitative an
alysis of the data. This paper focuses on the steps taken to ensure th
at our PSA results are not biased by the particular bedroom or polygra
ph from which the data were acquired. Methods: After describing the da
ta acquisition system hardware, we present our signal amplitude calibr
ation procedure and our methods for performing PSA. We validate the am
plitude calibration procedure in several experiments using PSA to esta
blish tolerances for data acquisition from multiple bedrooms and polyg
raphs. Results: Since it is not possible to acquire identical digitize
d versions of an EEG signal using different sets of equipment, the bes
t that can be achieved is data acquisition that is polygraph-independe
nt within a known tolerance. We are able to demonstrate a tolerance in
signal amplitude of +/- 0.25% when digitizing data from different bed
rooms. When different data acquisition hardware is used, the power tol
erance is approximately +/- 3% for frequencies from 1 to 35 Hz. The po
wer tolerance is between +/- 3 and +/- 7% for frequencies below 1 Hz a
nd frequencies between 35 and 50 Hz. Additional data demonstrate that
variability due to the hardware system is small relative to the inhere
nt variability of the sleep EEG. Conclusion: The PSA results obtained
in one location can be replicated elsewhere (subject to known toleranc
es) only if the data acquisition system and PSA method are adequately
specified. (C) 1997 Elsevier Science Ireland Ltd.