ReviewSensors (Basel, Switzerland)2021
Noncontact Respiratory Monitoring Using Depth Sensing Cameras: A Review of Current Literature.
Review in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Continuous Monitoring of Vital Signs Using Cameras: A Systematic Review.Sensors (Basel, Switzerland) · 2022Pooled it
- Estimation of Respiratory Volumes During Tidal Breathing Using Two Depth Cameras.Sensors (Basel, Switzerland) · 2026Article
- Contactless Respiratory Waveform Estimation Using a Depth Camera and AI-Based Body Detection.Sensors (Basel, Switzerland) · 2026Article
- Clinical Evaluation of an AI-Based Prototype for Contactless Respiratory Monitoring in Children.Children (Basel, Switzerland) · 2026Article
- Non-contact (touchless) monitoring of respiratory rate in a challenging anesthesia setting using a depth camera.Journal of clinical monitoring and computing · 2026Article
- Touchless monitoring of neonatal activity: a multi-center study.Pediatric research · 2026Article
- Noncontact respiratory monitoring during sleep: comparison of the touchless flow signal with respiratory inductance plethysmography flow (RIPJournal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2025Article
- Continuous non-contact monitoring of neonatal activity.BMC pediatrics · 2025Article
- Visual Measurements of Breathing Parameters in Children With a Particular Focus on Phase Angle: A Pilot Study.Cureus · 2025Article
- Flow-Field Inference for Turbulent Exhale Flow Measurement.Diagnostics (Basel, Switzerland) · 2024Article
- Experimental Setup for Evaluating Depth Sensors in Augmented Reality Technologies Used in Medical Devices.Sensors (Basel, Switzerland) · 2024Article
- Respiratory signal estimation for cardiac perfusion SPECT using deep learning.Medical physics · 2024Article
- Non-Contact Monitoring of Inhalation-Exhalation (I:E) Ratio in Non-Ventilated Subjects.IEEE journal of translational engineering in health and medicine · 2024Article
- Human Respiration Rate Measurement with High-Speed Digital Fringe Projection Technique.Sensors (Basel, Switzerland) · 2023Article
- Depth-Based Measurement of Respiratory Volumes: A Review.Sensors (Basel, Switzerland) · 2022Review
- A capaciflector provides continuous and accurate respiratory rate monitoring for patients at rest and during exercise.Journal of clinical monitoring and computing · 2022Article
- Automated Detection of Sleep Apnea-Hypopnea Events Based on 60 GHz Frequency-Modulated Continuous-Wave Radar Using Convolutional Recurrent Neural Networks: A Preliminary Report of a Prospective Cohort Study.Sensors (Basel, Switzerland) · 2022Article
- Pulmonary Magnetic Resonance Imaging Replaces Bedside Imaging in Diagnosing Pneumonia in Infants.BioMed research international · 2022Article
- Non-Contact Respiratory Monitoring Using an RGB Camera for Real-World Applications.Sensors (Basel, Switzerland) · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
There is considerable interest in the noncontact monitoring of patients as it allows for reduced restriction of patients, the avoidance of single-use consumables and less patient-clinician contact and hence the reduction of the spread of disease. A technology that has come to the fore for noncontact respiratory monitoring is that based on depth sensing camera systems. This has great potential for the monitoring of a range of respiratory information including the provision of a respiratory waveform, the calculation of respiratory rate and tidal volume (and hence minute volume). Respiratory patterns and apneas can also be observed in the signal. Here we review the ability of this method to provide accurate and clinically useful respiratory information.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.