Advances in Modeling and Interpretability of Deep Neural Sleep Staging: A Systematic Review Article

Soleimani, Reza, Barahona, Jeffrey, Chen, Yuhan et al. (2024). Advances in Modeling and Interpretability of Deep Neural Sleep Staging: A Systematic Review . 4(1), 1-42. 10.3390/physiologia4010001

cited authors

  • Soleimani, Reza; Barahona, Jeffrey; Chen, Yuhan; Bozkurt, Alper; Daniele, Michael; Pozdin, Vladimir; Lobaton, Edgar

authors

publication date

  • March 1, 2024

keywords

  • ALGORITHM
  • CLASSIFICATION
  • ECG
  • EEG
  • LEARNING FRAMEWORK
  • Life Sciences & Biomedicine
  • NETWORK
  • Physiology
  • RESEARCH RESOURCE
  • Science & Technology
  • contrastive learning
  • data augmentation
  • deep learning
  • interpretability
  • sleep stage classification
  • transfer learning

Digital Object Identifier (DOI)

publisher

  • MDPI

start page

  • 1

end page

  • 42

volume

  • 4

issue

  • 1