Key result
A smart vest for non-contact respiratory rate monitoring demonstrated high accuracy compared to the gold standard in COPD patients (correlation coefficient 0.9988, p<0.0000001).
Why the study?
Does a smart vest based on non-contact capacitive sensing accurately monitor respiratory rate compared to the golden standard in healthy subjects and COPD patients?
Does a smart vest based on non-contact capacitive sensing accurately monitor respiratory rate compared to the golden standard in healthy subjects and COPD patients?
Effect estimate: Correlation coefficient 0.9988
p-value: p=<0.0000001
A novel smart vest using non-contact capacitive sensing demonstrates high accuracy for respiratory rate monitoring in COPD patients during rest periods.
Supports contactless RR monitoring development in COPD; hypothesis-generating and requires prospective validation before clinical use.
In this paper, a first approach to the design of a portable device for non-contact monitoring of respiratory rate by capacitive sensing is presented. The sensing system is integrated into a smart vest for an untethered, low-cost and comfortable breathing monitoring of Chronic Obstructive Pulmonary Disease (COPD) patients during the rest period between respiratory rehabilitation exercises at home. To provide an extensible solution to the remote monitoring using this sensor and other devices, the design and preliminary development of an e-Health platform based on the Internet of Medical Things (IoMT) paradigm is also presented. In order to validate the proposed solution, two quasi-experimental studies have been developed, comparing the estimations with respect to the golden standard. In a first study with healthy subjects, the mean value of the respiratory rate error, the standard deviation of the error and the correlation coefficient were 0.01 breaths per minute (bpm), 0.97 bpm and 0.995 (p < 0.00001), respectively. In a second study with COPD patients, the values were −0.14 bpm, 0.28 bpm and 0.9988 (p < 0.0000001), respectively. The results for the rest period show the technical and functional feasibility of the prototype and serve as a preliminary validation of the device for respiratory rate monitoring of patients with COPD.
No takes yet. Share an insight, caveat, or question.
Naranjo-Hernández et al. (2018) studied Chronic Obstructive Pulmonary Disease (COPD). Smart vest for non-contact capacitive sensing of respiratory rate vs. Golden standard was evaluated on Correlation coefficient of respiratory rate estimation compared to golden standard in COPD patients (Correlation coefficient 0.9988, p=<0.0000001). A smart vest for non-contact respiratory rate monitoring demonstrated high accuracy compared to the gold standard in COPD patients (correlation coefficient 0.9988, p<0.0000001).
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: