论文标题

螺旋膜:使用消费级面具测量肺功能

SpiroMask: Measuring Lung Function Using Consumer-Grade Masks

论文作者

Adhikary, Rishiraj, Lodhavia, Dhruvi, Francis, Chris, Patil, Rohit, Srivastava, Tanmay, Khanna, Prerna, Batra, Nipun, Breda, Joe, Peplinski, Jacob, Patel, Shwetak

论文摘要

根据世界卫生组织(WHO)的数据,有2.35亿人患有呼吸道疾病,四百万人每年因空气污染而死亡。定期的肺部健康监测可能导致预测肺部健康状况。本文介绍了我们的系统螺旋膜,该系统弹性膜在消费级面具(N95和布面具)中改造麦克风进行连续的肺部健康监测。我们评估了48名参与者(包括有14个肺部健康问题)的方法,发现我们可以估计美国胸腔学会(ATS)在批准的错误范围内肺部量和呼吸率等参数。此外,我们表明我们的方法对面具内部的传感器放置非常强大。

According to the World Health Organisation (WHO), 235 million people suffer from respiratory illnesses and four million people die annually due to air pollution. Regular lung health monitoring can lead to prognoses about deteriorating lung health conditions. This paper presents our system SpiroMask that retrofits a microphone in consumer-grade masks (N95 and cloth masks) for continuous lung health monitoring. We evaluate our approach on 48 participants (including 14 with lung health issues) and find that we can estimate parameters such as lung volume and respiration rate within the approved error range by the American Thoracic Society (ATS). Further, we show that our approach is robust to sensor placement inside the mask.

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