Genetic fuzzy classifier for sleep stage identification

  title={Genetic fuzzy classifier for sleep stage identification},
  author={Han G. Jo and Jin Y. Park and Chung K. Lee and Suk K. An and Sun K. Yoo},
  journal={Computers in biology and medicine},
  volume={40 7},
Soft-computing techniques are commonly used to detect medical phenomena and help with clinical diagnoses and treatment. In this work, we propose a design for a computerized sleep scoring method, which is based on a fuzzy classifier and a genetic algorithm (GA). We design the fuzzy classifier based on the GA using a single electroencephalogram (EEG) signal that detects differences in spectral features. Polysomnography was performed on four healthy young adults (males with a mean age of 27.5… CONTINUE READING


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