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Neonatal sleep state analysis provides a tool for diagnosis of several possible physiological disorders in newborns. The sleep state identification is a time consuming procedure where the sleep state is determined in epochs of 60 second for an entire sleep recording. A new technique for automated sleep state identification in neonates is proposed. The proposed system comprises two major step; feature...
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