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SpiroMask: Measuring Lung Function Using Consumer-Grade Masks. (arXiv:2201.09280v2 [cs.HC] UPDATED)
Jan. 26, 2022, 2:11 a.m. | Rishiraj Adhikary, Dhruvi Lodhavia, Chris Francis, Rohit Patil, Tanmay Srivastava, Prerna Khanna, Nipun Batra, Joe Breda, Jacob Peplinski, Shwetak Pat
cs.LG updates on arXiv.org arxiv.org
According to the World Health Organisation (WHO), 235 million people suffer
from respiratory illnesses and four million deaths annually. 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 …
More from arxiv.org / cs.LG updates on arXiv.org
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