J. Doman et al., AUTOMATING THE SLEEP LABORATORY - IMPLEMENTATION AND VALIDATION OF DIGITAL RECORDING AND ANALYSIS, International journal of bio-medical computing, 38(3), 1995, pp. 277-290
Objectives: We report on the implementation of digital processing in a
large clinical and research sleep laboratory. The system includes the
digital collection, display, analysis, and repository of physiologica
l signals collected during sleep. Methods: After describing the origin
al analog system, the computer equipment and software necessary for th
e digital implementation are presented and we explain our algorithms f
or rapid eye movement (REM) and delta-wave detection. Finally, we desc
ribe an experiment validating the digital system of display and analys
es. Conclusions: The digital processing of sleep signals saves compute
r operator, polysomnographic technologist, and computer time. It also
saves resources such as polysomnographic paper and FM tape. The digita
l signals lend themselves to a large array of analysis techniques and
result in improved signal quality. Automated REM and delta-wave detect
ion via digital processing correlate highly with visual counts of rapi
d eye movements and delta waves.