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An openly available wearable, a diaper cover, monitors infant's respiration and position during rest and sleep
- Source :
- Acta Paediatrica. 110:2766-2771
- Publication Year :
- 2021
- Publisher :
- Wiley, 2021.
-
Abstract
- cited By 0 Aim To describe and test the accuracy of respiratory rate assessment in long-term surveillance using an open-source infant wearable, NAPping PAnts (NAPPA). Methods We recorded 24 infants aged 1-9 months using our newly developed infant wearable that is a diaper cover with an integrated programmable electronics with accelerometer and gyroscope sensors. The sensor collects child's respiration rate (RR), activity and body posture in 30-s epochs, to be downloaded afterwards into a mobile phone application. An automated RR quality measure was also implemented using autocorrelation function, and the accuracy of RR estimate was compared with a reference obtained from the simultaneously recorded capnography signal that was part of polysomnography recordings. Results Altogether 88 h 27 min of data were recorded, and 4147 epochs (39% of all data) were accepted after quality detection. The median of patient wise mean absolute errors in RR estimates was 1.5 breaths per minute (interquartile range 1.1-2.6 bpm), and the Blandt-Altman analysis indicated an RR bias of 0.0 bpm with the 95% limits of agreement of -5.7-5.7 bpm. Conclusion Long-term monitoring of RR and posture can be done with reasonable accuracy in out-of-hospital settings using NAPPA, an openly available infant wearable.
- Subjects :
- PNEUMONIA
medicine.medical_specialty
Cover (telecommunications)
Respiratory rate
Polysomnography
Wearable computer
CHILDREN
respiratory rate
Accelerometer
Wearable Electronic Devices
03 medical and health sciences
0302 clinical medicine
Physical medicine and rehabilitation
medical wearable
3123 Gynaecology and paediatrics
030225 pediatrics
Humans
home monitoring
Medicine
030212 general & internal medicine
RATE COUNTERS
Rest (physics)
Capnography
medicine.diagnostic_test
business.industry
Respiration
Infant
sleep monitoring
General Medicine
3. Good health
AGREEMENT
Pediatrics, Perinatology and Child Health
Sleep (system call)
Sleep
business
infant sleep
Subjects
Details
- ISSN :
- 16512227 and 08035253
- Volume :
- 110
- Database :
- OpenAIRE
- Journal :
- Acta Paediatrica
- Accession number :
- edsair.doi.dedup.....c2ee207abeaec0b54b9bce24ccc6087c
- Full Text :
- https://doi.org/10.1111/apa.15996