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Noncontact respiration monitoring techniques in young children: A scoping review
Marjolein van der Linden1, Esther S Veldhoen2,3, Emad Arasteh1,4
1Department of Neonatology, Wilhelmina Children's Hospital, University Medical Center Utrecht, Utrecht, The Netherlands.
Insights
Noncontact monitoring for pediatric sleep-disordered breathing (SDB) shows promise, with various safe techniques available. However, no single method is definitively superior, highlighting the need for further research in cost-effectiveness and usability.
Area of Science:
- Pediatric Pulmonology
- Biomedical Engineering
- Sleep Medicine
Background:
- Pediatric sleep-disordered breathing (SDB) encompasses various conditions like obstructive sleep apnea.
- Underdiagnosis is common due to challenges in performing polysomnography in children.
- Noncontact monitoring offers a potential solution for assessing respiration in pediatric patients.
Purpose of the Study:
- To review studies on safe, noncontact respiratory monitoring in children under 12.
- To evaluate the accuracy of these noncontact techniques.
- To identify the advantages and limitations of each method.
Main Methods:
- Scoping review of PubMed and EMBASE databases.
- Inclusion of studies on noncontact respiratory monitoring in children <12 years.
- Analysis of quantitative data and study quality using QUADAS-2 tool.
Main Results:
- Nineteen studies were included, categorizing techniques into bed-based, radar, video, IR cameras, and garment sensors.
- Most methods focused on respiratory rate (RR) or apnea detection.
- Bed-based methods show advanced algorithms, but no single technique is definitively superior in accuracy.
Conclusions:
- All reviewed noncontact methods are safe for children and can detect movement and RR.
- Current techniques lack a consensus for a superior method.
- Future research should prioritize cost-effectiveness, ease of use, and accessibility for widespread adoption.
Abstract:
Pediatric sleep-related breathing disorders, or sleep-disordered breathing (SDB), cover a range of conditions, including obstructive sleep apnea, central sleep apnea, sleep-related hypoventilation disorders, and sleep-related hypoxemia disorder. Pediatric SDB is often underdiagnosed, potentially due to difficulties associated with performing the gold standard polysomnography in children. This scoping review aims to: (1) provide an overview of the studies reporting on safe, noncontact monitoring of respiration in young children, (2) describe the accuracy of these techniques, and (3) highlight their respective advantages and limitations. PubMed and EMBASE were searched for studies researching techniques in children <12 years old. Both quantitative data and the quality of the studies were analyzed. The evaluation of study quality was conducted using the QUADAS-2 tool. A total of 19 studies were included. Techniques could be grouped into bed-based methods, microwave radar, video, infrared (IR) cameras, and garment-embedded sensors. Most studies either measured respiratory rate (RR) or detected apneas; n = 2 aimed to do both. At present, bed-based approaches are at the forefront of research in noncontact RR monitoring in children, boasting the most sophisticated algorithms in this field. Yet, despite extensive studies, there remains no consensus on a definitive method that outperforms the rest. The accuracies reported by these studies tend to cluster within a similar range, indicating that no single technique has emerged as markedly superior. Notably, all identified methods demonstrate capability in detecting body movements and RR, with reported safety for use in children across the board. Further research into contactless alternatives should focus on cost-effectiveness, ease-of-use, and widespread availability.
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