title: New model to estimate mean blood pressure by heart rate with stroke volume changing influence.
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.
authors.affiliation: Fac. of Eng., Univ. of Technol., Sydney, NSW, Austarlia. maljaaf@eng.uts.edu.au
authors.forename: Moha'med O
authors.initials: MO
authors.lastname: Al-Jaafreh
authors.forename: Adel A
authors.initials: AA
authors.lastname: Al-Jumaily
mesh_terms: D000465:Algorithms; D001794:Blood Pressure / Q000502:physiology*; D001795:Blood Pressure Determination / Q000379:methods*; D003198:Computer Simulation; D003936:Diagnosis, Computer-Assisted / Q000379:methods*; D004562:Electrocardiography / Q000379:methods*; D006339:Heart Rate / Q000502:physiology*; D006801:Humans; D008955:Models, Cardiovascular; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D013318:Stroke Volume / Q000502:physiology*