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
Link To Document :
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