Title :
New Model to estimate Mean Blood Pressure by Heart Rate with Stroke Volume changing influence
Author :
Al-Jaafreh, Moha med O ; Al-Jumaily, Adel A.
Author_Institution :
Fac. of Eng., Univ. of Technol., Sydney, NSW
fDate :
Aug. 30 2006-Sept. 3 2006
Abstract :
Mean blood pressure (MBP) has high correlation with heart rate (HR), but such e relationship between them is ambiguous and nonlinear. This paper investigates establishing an accurate mathematical model to estimate MBP that is considering the influence of the stroke volume changing. Twenty three cases of MIMIC database till are employed; 12 cases for training and 11 cases for verification. The mean and standard deviation for all cases are calculated and compared with real results. Our suggested mathematical model achieved an encouragement results
Keywords :
blood pressure measurement; cardiology; physiological models; MIMIC database; heart rate; mathematical model; mean blood pressure measurement; standard deviation; stroke volume; Blood pressure; Databases; Diodes; Frequency estimation; Heart rate; Infrared sensors; Mathematical model; Nonlinear optics; Optical sensors; Pressure measurement;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.259964
