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Demo: Supporting Kangaroo Mother Care with Computational Fabrics

Published: 04 June 2024 Publication History

Abstract

Kangaroo Mother Care (KMC), involving chest-to-chest skin contact between an infant and caregiver, is proven to be an effective intervention for preterm and full-term infants. Accurate monitoring of KMC duration and infant's vital signs during KMC is clinically important. Existing monitoring methods, however, rely on manual efforts and require rigid sensors or wires/electrodes on the infant's body. We propose Joey, a fabric-based approach to continuously monitor KMC duration and two vital signs essential to an infant's well-being: heart rate and respiration rate. Joey is a soft fabric necklace worn by the caregiver. It leverages the transmission of electrocardiogram (ECG) signals across individuals during skin-to-skin contact. With a minimalist fabric sensor structure, Joey measures KMC duration via the presence of mixed ECG signals. It then isolates the infant's ECG from this mixture with a proposed signal extraction algorithm and employs a diffusion-based denoising model to mitigate motion artifacts, enabling reliable inference of the infant's vital signs. We demonstrate Joey's sensing capability with hand-shaking experiments, showing the real-time mixed ECGs. A demonstration video of Joey for actual KMC practice is available at: mobilex.cs.columbia.edu/joey

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MOV File (p602.mov)
Supplementary video

References

[1]
Huayu Li, Gregory Ditzler, Janet Roveda, and Ao Li. 2023. DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal. IEEE Journal of Biomedical and Health Informatics (2023).
[2]
World Health Organization et al. 2023. Kangaroo mother care: implementation strategy for scale-up adaptable to different country contexts. (2023).
[3]
Jiapu Pan and Willis J Tompkins. 1985. A real-time QRS detection algorithm. IEEE transactions on biomedical engineering 3 (1985), 230--236.
[4]
Robi Polikar et al. 1996. The wavelet tutorial. (1996).
[5]
Qijia Shao, Jiting Liu, Emily Bejerano, Ho Man Colman, Jingping Nie, Xiaofan Jiang, and Xia Zhou. 2024. Joey: Supporting Kangaroo Mother Care with Computational Fabrics. In Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys '24). Association for Computing Machinery, New York, NY, USA, 15.

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Published In

cover image ACM Conferences
MOBISYS '24: Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services
June 2024
778 pages
ISBN:9798400705816
DOI:10.1145/3643832
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the owner/author(s).

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 04 June 2024

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Author Tags

  1. computational fabrics
  2. kangaroo mother care
  3. mixed electrocardiogram
  4. infant's vital signs

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Overall Acceptance Rate 274 of 1,679 submissions, 16%

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