A-phases subtype detection using different classification methods

  title={A-phases subtype detection using different classification methods},
  author={Fatima Machado and C{\'e}sar Alexandre Teixeira and Clara Santos and Conceicao Bento and Francisco Sales and Ant{\'o}nio Dourado},
  journal={2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
Cyclic alternating patterns (CAPs) occur during normal sleep, but higher CAP rates are associated with abnormal conditions, such as epilepsy. Efficient automatic classification of CAP A-phase sub-types would be of remarkable importance for the consideration of CAP as a disease bio-marker. This paper reports a multi-step methodology for the classification of A-phases subtypes. The methodology encompasses: feature extraction, feature ranking, and classification (Support Vector Machine (SVM), k… CONTINUE READING


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