Associated factors and a risk prediction model for comorbid circadian rhythm sleep-wake disorders in patients with chronic fatigue syndrome: implications for early screening and sleep health management - Top-Institutions - MDSpire

Identifying Factors and Developing a Risk Assessment Model for Comorbid Circadian Rhythm Sleep-Wake Disorders in Chronic Fatigue Syndrome Patients: Insights for Early Detection and Sleep Health Strategies

  • By

  • Xiao Shao

  • Fan Yang

  • Le-le Qin

  • Jia-ning Shi

  • Min Chen

  • Wen-jin Ge

  • Tian-jun Jiang

  • Jing-wen Yue

  • Wen Feng

  • Jing-han Wang

  • Zhen-xian Zhang

  • July 20, 2026

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Top Institutions in Family Medicine

Brief introduction explaining scope and methodology.

  • #1

    Yueyang Hospital of Integrated Traditional Chinese and Western Medicine
    Yueyang Hospital of Integrated Traditional Chinese and Western Medicine

    Shanghai, Shanghai

    Key Differentiators

    • Sleep Medicine

  • #2

    Shanghai University of Traditional Chinese Medicine
    Shanghai University of Traditional Chinese Medicine

    Shanghai, Shanghai

    Key Differentiators

    • Sleep Medicine

  • #3

    UK Biobank
    UK Biobank

    Stockport, England

    Key Differentiators

    • Epidemiology
    • Sleep Medicine

Original Source(s)

Associated factors and a risk prediction model for comorbid circadian rhythm sleep-wake disorders in patients with chronic fatigue syndrome: implications for early screening and sleep health management

  • by Xiao Shao, Fan Yang, Le-le Qin, Jia-ning Shi, Min Chen, Wen-jin Ge, Tian-jun Jiang, Jing-wen Yue, Wen Feng, Jing-han Wang, Zhen-xian Zhang

  • July 20, 2026

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