SpiroMask: Measuring Lung Function Using Consumer-Grade Masks-Reference-Cited by-同舟云学术

SpiroMask: Measuring Lung Function Using Consumer-Grade Masks

Published:2023-01-31 Issue:1 Volume:4 Page:1-34
ISSN:2691-1957
Container-title:ACM Transactions on Computing for Healthcare
language:en
Short-container-title:ACM Trans. Comput. Healthcare

Author:

Adhikary Rishiraj¹^ORCID,Lodhavia Dhruvi¹^ORCID,Francis Chris¹^ORCID,Patil Rohit¹^ORCID,Srivastava Tanmay²^ORCID,Khanna Prerna²^ORCID,Batra Nipun³^ORCID,Breda Joseph⁴^ORCID,Peplinski Jacob⁴^ORCID,Patel Shwetak⁴^ORCID

Affiliation:

1. IIT Gandhinagar, Gandhinagar, Gujarat, India

2. Stony Brook University, Stony Brook, NY

3. IT Gandhinagar, Gandhinagar, Gujarat, India

4. University of Washington, Seattle, Washington

Abstract

According to the World Health Organisation (WHO), 235 million people suffer from respiratory illnesses which causes four million deaths annually. Regular lung health monitoring can lead to prognoses about deteriorating lung health conditions. This article 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.

Publisher

Association for Computing Machinery (ACM)

Subject

Health Information Management,Health Informatics,Computer Science Applications,Biomedical Engineering,Information Systems,Medicine (miscellaneous),Software

Link

https://dl.acm.org/doi/pdf/10.1145/3570167

Reference92 articles.

1. Rishiraj Adhikary, Tanmay Srivastava, Prerna Khanna, Aabhas Asit Senapati, and Nipun Batra. 2020. Naqaab: Towards health sensing and persuasion via masks. In Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers. 5–8.

2. Rishiraj Adhikary, Aryan Varshney, and Nipun Batra. 2022. Towards continuous respiration rate detection while walking. In Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers.

3. Wearable technology: Role in respiratory health and disease;Aliverti Andrea;Breathe,2017

4. Heba Aly and Moustafa Youssef. 2016. Zephyr: Ubiquitous accurate multi-sensor fusion-based respiratory rate estimation using smartphones. In Proceedings of the 35th Annual IEEE International Conference on Computer Communications (IEEE INFOCOM 2016). IEEE, 1–9.

5. SATURN