DocumentCode
2494389
Title
Early detection of spontaneous blood loss using amplitude modulation of Photoplethysmogram
Author
Selvaraj, Nandakumar ; Scully, Christopher G. ; Shelley, Kirk H. ; Silverman, David G. ; Chon, Ki H.
Author_Institution
Dept. of Biomed. Eng., Worcester Polytech. Inst., Worcester, MA, USA
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
5499
Lastpage
5502
Abstract
The present study was designed to investigate can the amplitude modulation (AM) of Photoplethysmogram (PPG) be used as an indicator of blood loss and if so what is the best PPG probe site. PPG from ear, finger and forehead probe sites, standard ECG, and Finapres blood pressure waveforms were continuously recorded from 8 healthy volunteers during baseline, blood withdrawal of 900 ml followed by the blood reinfusion. The instantaneous amplitude modulations present in heart rate (AMHR) and breathing rate (AMBR) band frequencies of PPG were extracted from high-resolution time-frequency spectrum. HR and pulse pressure showed no significant changes during the protocol. The AMHR significantly (P<;0.05) decreased at 100 ml through 900 ml blood loss from ear and finger probe sites. The mean percent decrease in AMHR at 900 ml blood loss compared to baseline value was 45.2%, 42.0%, and 42.3% for ear, finger and forehead PPG signals, respectively. In addition, significant increases in AMBR were found due to blood loss in ear and finger PPG signals. Even without baseline AMHR values, 900 ml blood loss detection was shown possible with specificity and sensitivity both 87.5% from ear PPG signals. The present technique has great potential to serve as a valuable tool in the intraoperative and trauma settings to detect hemorrhage.
Keywords
amplitude modulation; blood; haemodynamics; photoplethysmography; probes; ECG; Finapres blood pressure waveforms; PPG probe; amplitude modulation; blood reinfusion; breathing rate; heart rate; hemorrhage; photoplethysmogram; spontaneous blood loss early detection; time-frequency spectrum; trauma; Blood; Ear; Fingers; Heart rate; Loss measurement; Protocols; Time frequency analysis; Photoplethysmography; amplitude modulation; blood donation; hypovolemia; time-frequency analysis; Adult; Algorithms; Blood Volume; Blood Volume Determination; Diagnosis, Computer-Assisted; Female; Humans; Hypovolemia; Photoplethysmography; Reproducibility of Results; Sensitivity and Specificity;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6091403
Filename
6091403
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