使用基于机器学习的集群分析识别COPD的睡眠表型

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Updated: Jun 27, 2025

Author Spotlight: Traditional Chinese Medicine for Sleep Disorders in Acute COPD — A Safe, Cost-Effective Approach
04:53

Author Spotlight: Traditional Chinese Medicine for Sleep Disorders in Acute COPD — A Safe, Cost-Effective Approach

Published on: October 18, 2024

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Javad Razjouyan1, Nicola A Hanania2, Sara Nowakowski1

  • 1VA's Health Services Research and Development Service (HSR&D), Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, 77030, USA; Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, DC, 20420, USA; VA Quality Scholars Coordinating Center, IQuESt, Michael E. DeBakey VA Medical Center, Houston, TX, 77030, USA; Section of Pulmonary and Critical Care Medicine, Department of Medicine, Baylor College of Medicine, Houston, TX, 77030, USA.

Respiratory medicine
|May 6, 2024
PubMed
概括

使用睡眠数据确定了五个慢性阻塞性肺病 (COPD) 患者群. 总睡眠时间和睡眠效率显著影响COPD患者的死亡风险.

关键词:
慢性慢性肺炎是一种慢性慢性肺炎,COPD是一种慢性肺炎.伴随性疾病 伴随性疾病现象类型 现象类型睡眠障碍 睡眠障碍 睡眠障碍

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