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Deep learning approaches for sleep disorder prediction in an asthma cohort.

Dinh-Van PhanNan-Ping YangChing-Yen KuoChien-Lung Chan
Published in: The Journal of asthma : official journal of the Association for the Care of Asthma (2020)
The results showed that the CNN model had the best performance for sleep disorder prediction in the asthma cohort.
Keyphrases
  • deep learning
  • chronic obstructive pulmonary disease
  • lung function
  • sleep quality
  • convolutional neural network
  • physical activity
  • allergic rhinitis
  • machine learning
  • cystic fibrosis
  • air pollution