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Utilizing a Wireless Radar Framework in Combination With Deep Learning Approaches to Evaluate Obstructive Sleep Apnea Severity in Home-Setting Environments
Published 2025-01-01“…Kun-Ta Lee,1 Wen-Te Liu,2– 6 Yi-Chih Lin,3,7 Zhihe Chen,8 Yu-Hsuan Ho,9 Yu-Wen Huang,9 Zong-Lin Tsai,9 Chih-Wei Hsu,9 Shang-Min Yeh,9 Hsiao Yi Lin,9 Arnab Majumdar,8 Yen-Ling Chen,10 Yi-Chun Kuan,3,11– 13 Kang-Yun Lee,4,6 Po-Hao Feng,4,6 Kuan-Yuan Chen,4,6 Jiunn-Horng Kang,5,6,14– 16 Hsin-Chien Lee,17 Shu-Chuan Ho,2,6,* Cheng-Yu Tsai2– 6,16,18,* 1Respiratory Therapy Room, Division of Pulmonary Medicine, Taipei Medical University-Shuang Ho Hospital, New Taipei City, Taiwan; 2School of Respiratory Therapy, College of Medicine, Taipei Medical University, Taipei, Taiwan; 3Sleep Center, Taipei Medical University-Shuang Ho Hospital, New Taipei City, Taiwan; 4Division of Pulmonary Medicine, Department of Internal Medicine, Taipei Medical University-Shuang Ho Hospital, New Taipei City, Taiwan; 5Research Center of Artificial Intelligence in Medicine, Taipei Medical University, Taipei, Taiwan; 6Research Center of Thoracic Medicine, Taipei Medical University, Taipei, Taiwan; 7Department of Otolaryngology, Taipei Medical University-Shuang Ho Hospital, New Taipei City, Taiwan; 8Department of Civil and Environmental Engineering, Imperial College London, London, UK; 9Advanced Technology Lab, Wistron Corporation, Taipei, Taiwan; 10Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan; 11Department of Neurology, Taipei Medical University-Shuang Ho Hospital, New Taipei City, Taiwan; 12Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; 13Taipei Neuroscience Institute, Taipei Medical University, Taipei, Taiwan; 14Department of Physical Medicine and Rehabilitation, Taipei Medical University Hospital, Taipei, Taiwan; 15Graduate Institute of Nanomedicine and Medical Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei, Taiwan; 16Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; 17Department of Psychiatry, Taipei Medical University Hospital, Taipei, Taiwan; 18School of Biomedical Engineering, College of Biomedical Engineering, Taipei Medical University, Taipei, Taiwan*These authors contributed equally to this workCorrespondence: Cheng-Yu Tsai, School of Biomedical Engineering, College of Biomedical Engineering, Taipei Medical University, 250 Wuxing Street, Taipei, 11031, Taiwan, Tel +886-2-2736-1661, Fax +886-2-2739-1143, Email b117101018@tmu.edu.tw Shu-Chuan Ho, School of Respiratory Therapy, College of Medicine, Taipei Medical University, 250 Wuxing Street, Taipei, 11031, Taiwan, Tel +886-2-2736-1661, Fax +886-2-2739-1143, Email shu-chuan@tmu.edu.twObjective: Common examinations for diagnosing obstructive sleep apnea (OSA) are polysomnography (PSG) and home sleep apnea testing (HSAT). …”
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Presentation and Management of a Giant Coronary Artery Aneurysm with a Fistula to the Right Ventricle
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Invasive Bacillus cereus Infection in a Renal Transplant Patient: A Case Report and Review
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Diffuse Neuroendocrine Cell Hyperplasia: Report of Two Cases
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Acupuncture and motion therapy for the spondylosis of cervical type
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Time to Endoscopy and Outcomes in Upper Gastrointestinal Bleeding
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Severe and Extensive Enteritis following Colectomy for Ulcerative Colitis
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Levels of Malondialdehyde and Superoxide Dismutase in Subclinical Hyperthyroidism
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