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

Journal: The Journal of asthma : official journal of the Association for the Care of Asthma
PMID: 32162565

Abstract

OBJECTIVE: Sleep is a natural activity of humans that affects physical and mental health; therefore, sleep disturbance may lead to fatigue and lower productivity. This study examined 1 million samples included in the Taiwan National Health Insurance Research Database (NHIRD) in order to predict sleep disorder in an asthma cohort from 2002-2010.

Authors

  • Dinh-Van Phan
    Department of Information Management, Yuan Ze University, Taoyuan, ROC.
  • Nan-Ping Yang
    Hualien Hospital, Ministry of Health and Welfare, Hualien, ROC.
  • Ching-Yen Kuo
    Department of Medical Administration, Taoyuan General Hospital, Ministry of Health and Welfare, Taoyuan, ROC.
  • Chien-Lung Chan
    Department of Information Management, Yuan Ze University, Taoyuan, ROC.

Keywords

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