SpiroMask: measuring Lung function using consumer-grade masks

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dc.contributor.author Adhikary, Rishiraj
dc.contributor.author Lodhavia, Dhruvi
dc.contributor.author Francis, Chris
dc.contributor.author Patil, Rohit
dc.contributor.author Srivastava, Tanmay
dc.contributor.author Khanna, Prerna
dc.contributor.author Batra, Nipun
dc.contributor.author Breda, Joe
dc.contributor.author Peplinski, Jacob
dc.contributor.author Patel, Shwetak
dc.date.accessioned 2022-02-03T08:03:09Z
dc.date.available 2022-02-03T08:03:09Z
dc.date.issued 2022-01
dc.identifier.citation Adhikary, Rishiraj; Lodhavia, Dhruvi; Francis, Chris; Patil, Rohit; Srivastava, Tanmay; Khanna, Prerna; Batra, Nipun; Breda, Joe; Peplinski, Jacob and Patel, Shwetak, "SpiroMask: measuring Lung function using consumer-grade masks", arXiv, Cornell University Library, DOI: arXiv:2201.09280, Jan. 2022. en_US
dc.identifier.issn
dc.identifier.uri http://arxiv.org/abs/2201.09280
dc.identifier.uri https://repository.iitgn.ac.in/handle/123456789/7493
dc.description.abstract 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.
dc.description.statementofresponsibility by Rishiraj Adhikary, Dhruvi Lodhavia, Chris Francis, Rohit Patil, Tanmay Srivastava, Prerna Khanna, Nipun Batra, Joe Breda, Jacob Peplinski and Shwetak Patel
dc.format.extent
dc.language.iso en_US en_US
dc.publisher Cornell University Library en_US
dc.subject Human-Computer Interaction en_US
dc.subject Machine Learning en_US
dc.subject Lung Function en_US
dc.subject Consumer-Grade Masks en_US
dc.subject Spirometry en_US
dc.title SpiroMask: measuring Lung function using consumer-grade masks en_US
dc.type Pre-Print en_US
dc.relation.journal arXiv


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