DocumentCode :
3684890
Title :
Robust remote monitoring of breathing function by using infrared thermography
Author :
Carina B. Pereira;Xinchi Yu;Vladimir Blazek;Steffen Leonhardt
Author_Institution :
Philips Chair for Medical Information Technology, RWTH Aachen University, Germany
fYear :
2015
Firstpage :
4250
Lastpage :
4253
Abstract :
An abnormal breathing rate (BR) is one of the strongest markers of physiological distress. Moreover, it plays an important role in early detection of sudden infant death syndrome, as well as in the diagnosis of respiratory disorders. However, the current measuring modalities can cause discomfort to the patient, since attachment to the patient´s body is required. This paper proposes a new approach based on infrared thermography to remotely monitor BR. This method allows to (1) detect automatically the nose, (2) track the associate region of interest (ROI), and (3) extract BR. To evaluate the performance of this method, thermal recording of 5 healthy subjects were acquired. Results were compared with BR obtained by capnography. The introduced approach demonstrated an excellent performance. ROIs were precisely segmented and tracked. Furthermore, a Bland-Altman diagram showed a good agreement between estimated BR and gold standard. The mean correlation and mean absolute BR error are 0.92 ± 0.07 and 0.53 bpm, respectively. In summary, infrared thermography seems to be a great, clinically relevant alternative to attached sensors, due to its outstanding characteristics and performance.
Keywords :
"Monitoring","Nose","Image edge detection","Correlation","Face","Current measurement","Sensors"
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
ISSN :
1094-687X
Electronic_ISBN :
1558-4615
Type :
conf
DOI :
10.1109/EMBC.2015.7319333
Filename :
7319333
Link To Document :
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