Differential cardiopulmonary monitoring system for artifact-canceled physiological tracking of athletes, workers, and COVID-19 patients
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Wearable electronics with dual-sensing modalities enable artifact-free health monitoring through differential detection.
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IMUs with high sampling frequency characteristics (3.3 or 6.6 kHz) can capture high spectral features to measure acoustic signals in addition to mechanical signals induced by cardiac activities.
“However, IMUs with high sampling frequency characteristics (3.3 or 6.6 kHz) can capture high spectral features to measure acoustic signals in addition to mechanical signals induced by cardiac activities (26, 27).”
From Miniaturized wireless, skin-integrated sensor networks for quantifying full-body movement behaviors and vital signs in infants (2021) · cites this paper as [27]
The Introduction says high-bandwidth accelerometers capture both skin motions associated with cardiac activity and features of body sounds. Materials and Methods reports a 1,666-Hz sampling rate adjustable up to 6,664 Hz, supporting the approximate 6.6-kHz figure, but our copy does not specify a 3.3-kHz rate. (LLM, conf=0.84)
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- Authors
- Jeong, H., Lee, J. Y., Lee, K., Kang, Y. J., Kim, J.-T., Avila, R., Tzavelis, A., Kim, J., Ryu, H., Kwak, S. S., Kim, J. U., Banks, A., Jang, H., Chang, J.-K., Li, S., Mummidisetty, C. K., Park, Y., Nappi, S., Chun, K. S., Lee, Y. J., Kwon, K., Ni, X., Chung, H. U., Luan, H., Kim, J.-H., Wu, C., Xu, S., Banks, A., Jayaraman, A., Huang, Y., & Rogers, J. A.
- Affiliations
- Northwestern University (US)
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60208, USA.
- University of Wisconsin–Madison (US)
- Wearifi (United States) (US)
- Shirley Ryan AbilityLab (US)
- University of Rome Tor Vergata (IT)
- The University of Texas at Austin (US)
- Sibel (United States) (US)
- Corresponding author
- Jeong, Hyoyoung
- Lee, Jong Yoon
- Lee, KunHyuck
- Kang, Youn J.
- Kim, Jin-Tae
- Rogers, John A.
- ORCID
- Jeong, Hyoyoung
- Lee, Jong Yoon
- Lee, KunHyuck
- Kang, Youn J.
- Kim, Jin-Tae
- Avila, Raudel
- Tzavelis, Andreas
- Kim, Joohee
- Ryu, Hanjun
- Kwak, Sung Soo
- Banks, Aaron
- Jang, Hokyung
- Chang, Jan-Kai
- Li, Shupeng
- Mummidisetty, Chaithanya K.
- Park, Yoonseok
- Nappi, Simone
- Chun, Keum San
- Lee, Young Joong
- Kwon, Kyeongha
- Ni, Xiaoyue
- Chung, Ha Uk
- Luan, Haiwen
- Kim, Jae-Hwan
- Wu, Changsheng
- Xu, Shuai
- Jayaraman, Arun
- Huang, Yonggang
- Rogers, John A.
- Venue
- Science Advances
- Published
- 2021-05-14
- Volume
- 7
- Issue
- 20
- ISSN
- 2375-2548 (ISSN-L)
- PMC
- PMC8115927
- OpenAlex
- W3161949382
- Cited by
- 121
- References
- 56
- Citations by year
- 2026: 20 · 2025: 21 · 2024: 26 · 2023: 25 · 2022: 24 · 2021: 5
- FWCI
- 6.05
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Science Advances (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by-nc)
- Funders
- National Institutes of Health (R41AG062023, R43AG060812, R41AG062023-02S1)
- Michael J. Fox Foundation for Parkinson’s Research (17777)
- Querrey-Simpson Institute for Bioelectronics at Northwestern University
- Biomedical Advanced Research and Development Authority (75A50119C00043)
- Calvin Ju Foundation
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Engineering › Biomedical Engineering › Wireless Body Area Networks
- Keywords
- differential sensing, motion artifact removal, accelerometer, cardiorespiratory monitoring, heart rate monitoring, respiratory monitoring, body temperature sensing, COVID-19 surveillance, ambulatory monitoring, athletes, workers
- MeSH terms
- Wearable Electronic Devices, COVID-19, SARS-CoV-2, Body Temperature, Heart Rate, Humans, Monitoring, Physiologic, Exercise, Electrocardiography, Ambulatory, Accelerometry
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