Literature DB >> 26601003

Remote monitoring of breathing dynamics using infrared thermography.

Carina Barbosa Pereira1, Xinchi Yu1, Michael Czaplik2, Rolf Rossaint2, Vladimir Blazek1, Steffen Leonhardt1.   

Abstract

An atypical or irregular respiratory frequency is considered to be one of the earliest markers of physiological distress. In addition, monitoring of this vital parameter plays a major role in diagnosis of respiratory disorders, as well as in early detection of sudden infant death syndrome. Nevertheless, the current measurement modalities require attachment of sensors to the patient's body, leading to discomfort and stress. The current paper presents a new robust algorithm to remotely monitor breathing rate (BR) by using thermal imaging. This approach permits to detect and to track the region of interest (nose) as well as to estimate BR. In order to study the performance of the algorithm, and its robustness against motion and breathing disorders, three different thermal recordings of 11 healthy volunteers were acquired (sequence 1: normal breathing; sequence 2: normal breathing plus arbitrary head movements; and sequence 3: sequence of specific breathing patterns). Thoracic effort (piezoplethysmography) served as "gold standard" for validation of our results. An excellent agreement between estimated BR and ground truth was achieved. Whereas the mean correlation for sequence 1-3 were 0.968, 0.940 and 0.974, the mean absolute BR errors reached 0.33, 0.55 and 0.96 bpm (breaths per minute), respectively. In brief, this work demonstrates that infrared thermography is a promising, clinically relevant alternative for the currently available measuring modalities due to its performance and diverse remarkable advantages.

Entities:  

Keywords:  (040.3060) Infrared; (040.6808) Thermal (uncooled) IR detectors, arrays and imaging; (170.2655) Functional monitoring and imaging

Year:  2015        PMID: 26601003      PMCID: PMC4646547          DOI: 10.1364/BOE.6.004378

Source DB:  PubMed          Journal:  Biomed Opt Express        ISSN: 2156-7085            Impact factor:   3.732


  25 in total

1.  Touchless monitoring of breathing function.

Authors:  Ramya Murthy; Ioannis Pavlidis; Panagiotis Tsiamyrtzis
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2004

2.  Contact-free measurement of cardiac pulse based on the analysis of thermal imagery.

Authors:  Marc Garbey; Nanfei Sun; Arcangelo Merla; Ioannis Pavlidis
Journal:  IEEE Trans Biomed Eng       Date:  2007-08       Impact factor: 4.538

3.  Virtual thermistor.

Authors:  Jin Fei; Ioannis Pavlidis
Journal:  Annu Int Conf IEEE Eng Med Biol Soc       Date:  2007

Review 4.  Respiratory rate: the neglected vital sign.

Authors:  Michelle A Cretikos; Rinaldo Bellomo; Ken Hillman; Jack Chen; Simon Finfer; Arthas Flabouris
Journal:  Med J Aust       Date:  2008-06-02       Impact factor: 7.738

5.  Thermistor at a distance: unobtrusive measurement of breathing.

Authors:  Jin Fei; Ioannis Pavlidis
Journal:  IEEE Trans Biomed Eng       Date:  2009-09-29       Impact factor: 4.538

6.  The objective medical emergency team activation criteria: a case-control study.

Authors:  Michelle Cretikos; Jack Chen; Ken Hillman; Rinaldo Bellomo; Simon Finfer; Arthas Flabouris
Journal:  Resuscitation       Date:  2007-01-22       Impact factor: 5.262

7.  Non-contact respiratory rate measurement validation for hospitalized patients.

Authors:  Amy D Droitcour; Todd B Seto; Byung-Kwon Park; Shuhei Yamada; Alex Vergara; Charles El Hourani; Tommy Shing; Andrea Yuen; Victor M Lubecke; Olga Boric-Lubecke
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2009

8.  Capnography accurately detects apnea during monitored anesthesia care.

Authors:  Roy G Soto; Eugene S Fu; Hector Vila; Rafael V Miguel
Journal:  Anesth Analg       Date:  2004-08       Impact factor: 5.108

9.  Documentation of clinical review and vital signs after major surgery.

Authors:  Forbes McGain; Michelle A Cretikos; Daryl Jones; Susan Van Dyk; Michael D Buist; Helen Opdam; Vincent Pellegrino; Megan S Robertson; Rinaldo Bellomo
Journal:  Med J Aust       Date:  2008-10-06       Impact factor: 7.738

10.  Central periodic breathing during sleep in 74 patients with acute ischemic stroke - neurogenic and cardiogenic factors.

Authors:  M M Siccoli; P O Valko; D M Hermann; C L Bassetti
Journal:  J Neurol       Date:  2008-11-13       Impact factor: 4.849

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  19 in total

1.  Robust tracking of respiratory rate in high-dynamic range scenes using mobile thermal imaging.

Authors:  Youngjun Cho; Simon J Julier; Nicolai Marquardt; Nadia Bianchi-Berthouze
Journal:  Biomed Opt Express       Date:  2017-09-13       Impact factor: 3.732

2.  Respiratory measurement using infrared thermography and respiratory volume monitor during sedation in patients undergoing endoscopic urologic procedures under spinal anesthesia.

Authors:  Jeongmin Kim; Jun Hwan Kwon; Eungjin Kim; Sun Kook Yoo; Cheung-Soo Shin
Journal:  J Clin Monit Comput       Date:  2018-11-14       Impact factor: 2.502

3.  Estimation of breathing rate in thermal imaging videos: a pilot study on healthy human subjects.

Authors:  Carina Barbosa Pereira; Xinchi Yu; Michael Czaplik; Vladimir Blazek; Boudewijn Venema; Steffen Leonhardt
Journal:  J Clin Monit Comput       Date:  2016-10-24       Impact factor: 2.502

4.  Contact and Remote Breathing Rate Monitoring Techniques: A Review.

Authors:  Mohamed Ali; Ali Elsayed; Arnaldo Mendez; Yvon Savaria; Mohamad Sawan
Journal:  IEEE Sens J       Date:  2021-04-12       Impact factor: 4.325

5.  Smart Sensing Strip Using Monolithically Integrated Flexible Flow Sensor for Noninvasively Monitoring Respiratory Flow.

Authors:  Peng Jiang; Shuai Zhao; Rong Zhu
Journal:  Sensors (Basel)       Date:  2015-12-15       Impact factor: 3.576

6.  Estimating Respiratory Rate in Post-Anesthesia Care Unit Patients Using Infrared Thermography: An Observational Study.

Authors:  Nadine Hochhausen; Carina Barbosa Pereira; Steffen Leonhardt; Rolf Rossaint; Michael Czaplik
Journal:  Sensors (Basel)       Date:  2018-05-18       Impact factor: 3.576

7.  Estimation of Respiratory Rate from Thermography Using Respiratory Likelihood Index.

Authors:  Yudai Takahashi; Yi Gu; Takaaki Nakada; Ryuzo Abe; Toshiya Nakaguchi
Journal:  Sensors (Basel)       Date:  2021-06-27       Impact factor: 3.576

8.  Sleep Monitoring Based on a Tri-Axial Accelerometer and a Pressure Sensor.

Authors:  Yunyoung Nam; Yeesock Kim; Jinseok Lee
Journal:  Sensors (Basel)       Date:  2016-05-23       Impact factor: 3.576

9.  Monitoring of Cardiorespiratory Signals Using Thermal Imaging: A Pilot Study on Healthy Human Subjects.

Authors:  Carina Barbosa Pereira; Michael Czaplik; Vladimir Blazek; Steffen Leonhardt; Daniel Teichmann
Journal:  Sensors (Basel)       Date:  2018-05-13       Impact factor: 3.576

10.  Evaluation of high resolution thermal imaging to determine the effect of vertebral fractures on associated skin surface temperature in children with osteogenesis imperfecta.

Authors:  Alexandra Fane De Salis; Reza Saatchi; Paul Dimitri
Journal:  Med Biol Eng Comput       Date:  2018-02-26       Impact factor: 2.602

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