TY - JOUR
T1 - Mathematical Modeling of Oscillometric Blood Pressure Measurement
T2 - A Complete, Reduced Oscillogram Model
AU - Dhamotharan, Vishaal
AU - Chandrasekhar, Anand
AU - Cheng, Hao Min
AU - Chen, Chen Huan
AU - Sung, Shih Hsien
AU - Landry, Cederick
AU - Hahn, Jin Oh
AU - Mahajan, Aman
AU - Shroff, Sanjeev G.
AU - Mukkamala, Ramakrishna
N1 - Publisher Copyright:
© 1964-2012 IEEE.
PY - 2023/2/1
Y1 - 2023/2/1
N2 - Objective: Oscillogram modeling is a powerful tool for understanding and advancing popular oscillometric blood pressure (BP) measurement. A reduced oscillogram model relating cuff pressure oscillation amplitude (Δ O) to external cuff pressure of the artery (Pe) is: Δ O (Pe = kPd-PePs-Pe g(P)dP, where g(P) is the arterial compliance versus transmural pressure (P) curve, Ps and {P}_d are systolic and diastolic BP, and k is the reciprocal of the cuff compliance. The objective was to determine an optimal functional form for the arterial compliance curve. Methods: Eight prospective, three-parameter functions of the brachial artery compliance curve were compared. The study data included oscillometric arm cuff pressure waveforms and invasive brachial BP from 122 patients covering a 20-120 mmHg pulse pressure range. The oscillogram measurements were constructed from the cuff pressure waveforms. Reduced oscillogram models, inputted with measured systolic and diastolic BP and each parametric brachial artery compliance curve function, were optimally fitted to the oscillogram measurements in the least squares sense. Results: An exponential-linear function yielded as good or better model fits compared to the other functions, with errors of 7.9±0.3 and 5.1±0.2% for tail-Trimmed and lower half-Trimmed oscillogram measurements. Importantly, this function was also the most tractable mathematically. Conclusion: A three-parameter exponential-linear function is an optimal form for the arterial compliance curve in the reduced oscillogram model and may thus serve as the standard function for this model henceforth. Significance: The complete, reduced oscillogram model determined herein can potentially improve oscillometric BP measurement accuracy while advancing foundational knowledge.
AB - Objective: Oscillogram modeling is a powerful tool for understanding and advancing popular oscillometric blood pressure (BP) measurement. A reduced oscillogram model relating cuff pressure oscillation amplitude (Δ O) to external cuff pressure of the artery (Pe) is: Δ O (Pe = kPd-PePs-Pe g(P)dP, where g(P) is the arterial compliance versus transmural pressure (P) curve, Ps and {P}_d are systolic and diastolic BP, and k is the reciprocal of the cuff compliance. The objective was to determine an optimal functional form for the arterial compliance curve. Methods: Eight prospective, three-parameter functions of the brachial artery compliance curve were compared. The study data included oscillometric arm cuff pressure waveforms and invasive brachial BP from 122 patients covering a 20-120 mmHg pulse pressure range. The oscillogram measurements were constructed from the cuff pressure waveforms. Reduced oscillogram models, inputted with measured systolic and diastolic BP and each parametric brachial artery compliance curve function, were optimally fitted to the oscillogram measurements in the least squares sense. Results: An exponential-linear function yielded as good or better model fits compared to the other functions, with errors of 7.9±0.3 and 5.1±0.2% for tail-Trimmed and lower half-Trimmed oscillogram measurements. Importantly, this function was also the most tractable mathematically. Conclusion: A three-parameter exponential-linear function is an optimal form for the arterial compliance curve in the reduced oscillogram model and may thus serve as the standard function for this model henceforth. Significance: The complete, reduced oscillogram model determined herein can potentially improve oscillometric BP measurement accuracy while advancing foundational knowledge.
KW - Arterial compliance
KW - blood pressure determination
KW - cuffless blood pressure
KW - derivative oscillometry
KW - fixed ratios
KW - mathematical model
KW - oscillometry
KW - parameter estimation
UR - http://www.scopus.com/inward/record.url?scp=85137585184&partnerID=8YFLogxK
U2 - 10.1109/TBME.2022.3201433
DO - 10.1109/TBME.2022.3201433
M3 - Article
C2 - 36006885
AN - SCOPUS:85137585184
SN - 0018-9294
VL - 70
SP - 715
EP - 722
JO - IEEE Transactions on Biomedical Engineering
JF - IEEE Transactions on Biomedical Engineering
IS - 2
ER -