Machine learning approaches for screening the risk of obstructive sleep apnea in the Taiwan population based on body profile-Reference-Cited by-同舟云学术

Machine learning approaches for screening the risk of obstructive sleep apnea in the Taiwan population based on body profile

Published:2021-12-10 Issue: Volume: Page:1-16
ISSN:1753-8157
Container-title:Informatics for Health and Social Care
language:en
Short-container-title:Informatics for Health and Social Care

Author:

Tsai Cheng-Yu¹^ORCID,Liu Wen-Te²³⁴⁵^ORCID,Lin Yin-Tzu⁶,Lin Shang-Yang²⁴,Houghton Robert¹,Hsu Wen-Hua⁴,Wu Dean⁷⁸⁹,Lee Hsin-Chien¹⁰¹¹¹²,Wu Cheng-Jung¹³¹⁴,Li Lok Yee Joyce¹⁵,Hsu Shin-Mei²,Lo Chen-Chen²,Lo Kang²,Chen You-Rong²,Lin Feng-Ching¹⁶¹⁷,Majumdar Arnab¹

Affiliation:

1. Centre for Transport Studies, Department of Civil and Environmental Engineering, Imperial College London, London, UK

2. Sleep Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan

3. Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan

4. School of Respiratory Therapy, College of Medicine, Taipei Medical University, Taipei, Taiwan

5. Department of Engineering Science, National Cheng Kung University, Tainan, Taiwan

6. Department of General Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan

7. Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan

8. Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan

9. Dizziness and Balance Disorder Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan

10. Department of Psychiatry, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan

11. Department of Psychiatry and Psychiatric Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan

12. Department of Psychiatry, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan

13. Department of Otolaryngology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan

14. Biomedical Science and Engineering, National Chiao Tung University, Hsinchu, Taiwan

15. Department of Medicine, Shin Kong Wu-Ho-Su Memorial Hospital, Taipei, Taiwan

16. Division of Integrated Diagnostic and Therapeutics, National Taiwan University Hospital, Taipei, Taiwan

17. Department of Nursing, Cardinal Tien Junior College of Healthcare and Management, Taipei, Taiwan

Funder

the Ministry of Science and Technology of Taiwan

Publisher

Informa UK Limited

Subject

Health Information Management,Nursing (miscellaneous),Health Informatics

Link

https://www.tandfonline.com/doi/pdf/10.1080/17538157.2021.2007930

Reference69 articles.

1. Obstructive sleep apnoea syndrome: underestimated and undertreated

2. Increased Prevalence of Sleep-Disordered Breathing in Adults

3. Obstructive sleep apnea, hypertension and cardiovascular diseases

4. Increased Risk for Cancer in Young Patients with Severe Obstructive Sleep Apnea

5. Sleep and Alzheimer's disease

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