학술논문

Assessment of cardio-respiratory rates by non-invasive measurement methods in hospitalized preterm neonates
Document Type
Conference
Source
2018 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Medical Measurements and Applications (MeMeA), 2018 IEEE International Symposium on. :1-5 Jun, 2018
Subject
Engineering Profession
Pediatrics
Heart rate
Monitoring
Skin
Thorax
Standards
Cameras
non-contact
heart rate
respiration rate
web-camera
newborn
Eulerian video magnification
Language
Abstract
Noncontact monitoring of physiological signsin preterm infants is necessary in order to increase neonatal comfort and open new possibilities to home respiration monitoring. The presented solution is obtained by using commercially available digital webcamera (WeC) and Eulerian video magnification (EVM) algorithm which amplify the small changes on the sequence of the recorded images, that would be invisible to the naked eye. With this method, the respiration rate (RR) is extracted as the dominant frequency in the thorax portion of the patient, and the heart rate (HR) by observing minor color changes of the skin. The results obtained are compared with the signal from standard multi-parameter monitor (MM). Data collected on 7 patients demonstrate the feasibility of the proposedmeasurement method. The measure of RR and HR show close correlation with the data from the MM, with a root mean square error of 12.2 for the HR and 7.6 for the RR. This technique can be a valuable non-contact monitoring system for the improvement of clinical care in NICU and may representa potential application in home health monitoring.