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Noninvasive Determination of Blood Pressure by Heart Sound Analysis Compared With Intra-Arterial Monitoring in Critically Ill Children-A Pilot Study of a Novel Approach.

Publication ,  Journal Article
Kapur, G; Chen, L; Xu, Y; Cashen, K; Clark, J; Feng, X; Wu, SF
Published in: Pediatr Crit Care Med
September 2019

OBJECTIVES: To develop a novel device to predict systolic and diastolic blood pressure based on measured heart sound signals and evaluate its accuracy in comparison to intra-arterial blood pressure readings. STUDY DESIGN: Prospective, observational pilot study. SETTING: PICU. PATIENTS: Critically ill children (0-18 yr) undergoing continuous blood pressure monitoring via radial artery intra-arterial catheters were enrolled in the study after informed consent. The study included medical, cardiac, and surgical PICU patients. INTERVENTIONS: Along with intra-arterial blood pressure, patient's heart sounds were recorded simultaneously by a highly sensitive sensor taped to the chest. Additional hardware included a data acquisition unit and laptop computer. Subsequently, advanced signal processing technologies were used to minimize random interfering signals and extract and separate S1 and S2 signals. A computerized model was then developed using artificial neural network systems to estimate blood pressure from the extracted heart sound analysis. MEASUREMENTS AND MAIN OUTCOMES: We found a statistically significant correlation for systolic (r = 0.964; R = 0.928) and diastolic (r = 0.935; R = 0.868) blood pressure readings (n = 491) estimated by the novel heart-sound signal-based method and those recorded by intra-arterial catheters. The mean difference of the individually paired determinations of the blood pressure between the heart-sound-based method and intra-arterial catheters was 0.6 ± 7 mm Hg for systolic blood pressure and -0.06 ± 5 mm Hg for diastolic blood pressure, which was within the recommended range of 5 ± 8 mm Hg for any new blood pressure devices. CONCLUSIONS: Our findings provide proof of concept that the heart-sound signal-based method can provide accurate, noninvasive blood pressure monitoring.

Duke Scholars

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Published In

Pediatr Crit Care Med

DOI

ISSN

1529-7535

Publication Date

September 2019

Volume

20

Issue

9

Start / End Page

809 / 816

Location

United States

Related Subject Headings

  • Signal Processing, Computer-Assisted
  • Prospective Studies
  • Pilot Projects
  • Pediatrics
  • Neural Networks, Computer
  • Male
  • Infant
  • Humans
  • Heart Sounds
  • Female
 

Citation

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Kapur, G., Chen, L., Xu, Y., Cashen, K., Clark, J., Feng, X., & Wu, S. F. (2019). Noninvasive Determination of Blood Pressure by Heart Sound Analysis Compared With Intra-Arterial Monitoring in Critically Ill Children-A Pilot Study of a Novel Approach. Pediatr Crit Care Med, 20(9), 809–816. https://doi.org/10.1097/PCC.0000000000001997
Kapur, Gaurav, Lingguang Chen, Yong Xu, Katherine Cashen, Jeff Clark, Xiaoce Feng, and Sean F. Wu. “Noninvasive Determination of Blood Pressure by Heart Sound Analysis Compared With Intra-Arterial Monitoring in Critically Ill Children-A Pilot Study of a Novel Approach.Pediatr Crit Care Med 20, no. 9 (September 2019): 809–16. https://doi.org/10.1097/PCC.0000000000001997.
Kapur, Gaurav, et al. “Noninvasive Determination of Blood Pressure by Heart Sound Analysis Compared With Intra-Arterial Monitoring in Critically Ill Children-A Pilot Study of a Novel Approach.Pediatr Crit Care Med, vol. 20, no. 9, Sept. 2019, pp. 809–16. Pubmed, doi:10.1097/PCC.0000000000001997.

Published In

Pediatr Crit Care Med

DOI

ISSN

1529-7535

Publication Date

September 2019

Volume

20

Issue

9

Start / End Page

809 / 816

Location

United States

Related Subject Headings

  • Signal Processing, Computer-Assisted
  • Prospective Studies
  • Pilot Projects
  • Pediatrics
  • Neural Networks, Computer
  • Male
  • Infant
  • Humans
  • Heart Sounds
  • Female