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Pediatric pulse oximetry-based OSA screening at different thresholds of the apnea-hypopnea index with an expression of uncertainty for inconclusive classifications

机译:基于小儿脉冲血液血液的OSA筛选在呼吸暂停呼吸暂停指数的不同阈值下表达不确定分类的不确定性

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摘要

Assessments of pediatric obstructive sleep apnea (OSA) are underutilized across Canada due to a lack of resources. Polysomnography (PSG) measures OSA severity through the average number of apnea/hypopnea events per hour (AHI), but is resource intensive and requires a specialized sleep laboratory, which results in long waitlists and delays in OSA detection. Prompt diagnosis and treatment of OSA are crucial for children, as untreated OSA is linked to behavioral deficits, growth failure, and negative cardiovascular consequences. We aim to assess the performance of a portable pediatric OSA screening tool at different AHI cut-offs using overnight smartphone-based pulse oximetry. Following ethics approval and informed consent, children referred to British Columbia Children's Hospital for overnight PSG were recruited for two studies including 160 and 75 children, respectively. An additional smartphone-based pulse oximeter sensor was used in both studies to record overnight pulse oximetry [SpO2 and photoplethysmogram (PPG)] alongside the PSG.
机译:由于缺乏资源,加拿大的儿科阻塞性睡眠呼吸暂停(OSA)的评估是由于缺乏资源。多元纲进(PSG)通过平均呼吸暂停/缺氧事件(AHI)来衡量O​​SA严重程度,而是资源密集型,并且需要一个专门的睡眠实验室,从而导致OSA检测的寿命和延迟。迅速诊断和治疗OSA对儿童至关重要,因为未治疗的OSA与行为缺陷,生长失败和负心血管后果相关联。我们的目标是使用基于夜间智能手机的脉冲血液测量法评估不同AHI截止的便携式小贩OSA筛选工具的性能。遵循伦理批准和知情同意,儿童提到不列颠哥伦比亚省儿童医院过夜PSG分别招募了两项研究,包括160和75名儿童。在研究中使用额外的智能手机的脉搏血氧计传感器以与PSG一起记录过夜脉冲血氧血管肟(PPG)]。

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