Published August 31, 2020 | Version 1.0
Software Open

Automated Sleep Stage Scoring Using k-Nearest Neighbors Classifier

Creators

  • 1. Department of Computational Sciences, Wigner Research Centre for Physics, Budapest, Hungary
  • 2. Center for Neuroscience, SRI International, Menlo Park, CA, USA
  • 3. Takeda Pharmaceuticals, Inc., Cambridge, MA, USA

Description

kNNSS is a Matlab package for automated sleep stage scoring using the k-nearest neighbors algorithm. Compared to other automated sleep scoring packages its main advantage is simplicity and the use of physiologically relevant, human-interpretable features.

Files

kNN_Sleep_Scorer_kNNSS_v1.0.zip

Files (568.1 MB)

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Additional details

Related works

Is documented by
Journal article: 10.21105/joss.02377 (DOI)
Is identical to
Software: https://github.com/teamPSG/kNN_Sleep_Scorer_kNNSS (URL)