ArticleSensors (Basel, Switzerland)2017
Breathing Analysis Using Thermal and Depth Imaging Camera Video Records.
Article in Sensors (Basel, Switzerland), 2017. 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
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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, 71 citations in OpenAlex.
- Sensing Systems for Respiration Monitoring: A Technical Systematic Review.Sensors (Basel, Switzerland) · 2020Pooled it
- Advances in Respiratory Monitoring: A Comprehensive Review of Wearable and Remote Technologies.Biosensors · 2024Review
- Article
- Contactless Interface Using Exhaled Breath and Thermal Imaging.Sensors (Basel, Switzerland) · 2023Article
- Monitoring of Sleep Breathing States Based on Audio Sensor Utilizing Mel-Scale Features in Home Healthcare.Journal of healthcare engineering · 2023Article
- Electrodeless Heart and Respiratory Rate Estimation during Sleep Using a Single Fabric Band and Event-Based Edge Processing.Sensors (Basel, Switzerland) · 2022Article
- Machine learning empowered COVID-19 patient monitoring using non-contact sensing: An extensive review.Journal of pharmaceutical analysis · 2022Review
- Thermographic analysis of postoperative changes in the nasal breathing efficiency in infants and young children with unilateral cleft lip.International journal of computer assisted radiology and surgery · 2021Article
- Contact and Remote Breathing Rate Monitoring Techniques: A Review.IEEE sensors journal · 2021Article
- Detection of Breathing Movements of Preterm Neonates by Recording Their Abdominal Movements with a Time-of-Flight Camera.Pharmaceutics · 2021Article
- Noncontact Respiratory Monitoring Using Depth Sensing Cameras: A Review of Current Literature.Sensors (Basel, Switzerland) · 2021Review
- Contact-free sensor signals as a new digital biomarker for cardiovascular disease: chances and challenges.European heart journal. Digital health · 2020Review
- Motion Assessment for Accelerometric and Heart Rate Cycling Data Analysis.Sensors (Basel, Switzerland) · 2020Article
- Sleep Apnea Detection with Polysomnography and Depth Sensors.Sensors (Basel, Switzerland) · 2020Article
- Wearable Vital Signs Monitoring for Patients With Asthma: A Review.IEEE sensors journal · 2020Article
- A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings.Sensors (Basel, Switzerland) · 2019Article
- A Broader Look: Camera-Based Vital Sign Estimation across the Spectrum.Yearbook of medical informatics · 2019Review
- Wearable Sensor-Based Human Activity Recognition via Two-Layer Diversity-Enhanced Multiclassifier Recognition Method.Sensors (Basel, Switzerland) · 2019Article
- Evaluation of the breathing mode by infrared thermography.Brazilian journal of otorhinolaryngologyObservational
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 at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The paper is devoted to the study of facial region temperature changes using a simple thermal imaging camera and to the comparison of their time evolution with the pectoral area motion recorded by the MS Kinect depth sensor. The goal of this research is to propose the use of video records as alternative diagnostics of breathing disorders allowing their analysis in the home environment as well. The methods proposed include (i) specific image processing algorithms for detecting facial parts with periodic temperature changes; (ii) computational intelligence tools for analysing the associated videosequences; and (iii) digital filters and spectral estimation tools for processing the depth matrices. Machine learning applied to thermal imaging camera calibration allowed the recognition of its digital information with an accuracy close to 100% for the classification of individual temperature values. The proposed detection of breathing features was used for monitoring of physical activities by the home exercise bike. The results include a decrease of breathing temperature and its frequency after a load, with mean values -0.16 °C/min and -0.72 bpm respectively, for the given set of experiments. The proposed methods verify that thermal and depth cameras can be used as additional tools for multimodal detection of breathing patterns.
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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.