Literature DB >> 22255734

Wavelet transform cardiorespiratory coherence detects patient movement during general anesthesia.

Christopher J Brouse1, Walter Karlen, Dorothy Myers, Erin Cooke, Jonathan Stinson, Joanne Lim, Guy A Dumont, J Mark Ansermino.   

Abstract

Heart rate variability (HRV) may provide anesthesiologists with a noninvasive tool for monitoring nociception during general anesthesia. A novel wavelet transform cardiorespiratory coherence (WTCRC) algorithm has been developed to calculate estimates of the linear coupling between heart rate and respiration. WTCRC values range from 1 (high coherence, no nociception) to 0 (low coherence, strong nociception). We have assessed the algorithm's ability to detect movement events (indicative of patient response to nociception) in 39 pediatric patients receiving general anesthesia. Sixty movement events were recorded during the 39 surgical procedures. Minimum and average WTCRC were calculated in a 30 second window surrounding each movement event. We used a 95% significance level as the threshold for detecting nociception during patient movement. The 95% significance level was calculated relative to a red noise background, using Monte Carlo simulations. It was calculated to be 0.7. Values below this threshold were treated as successful detection. The algorithm was found to detect movement with sensitivity ranging from 95% (minimum WTCRC) to 65% (average WTCRC). The WTCRC algorithm thus shows promise for noninvasively monitoring nociception during general anesthesia, using only heart rate and respiration.

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Year:  2011        PMID: 22255734     DOI: 10.1109/IEMBS.2011.6091510

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  5 in total

1.  Monitoring nociception during general anesthesia with cardiorespiratory coherence.

Authors:  Chris J Brouse; Walter Karlen; Guy A Dumont; Dorothy Myers; Erin Cooke; Jonathan Stinson; Joanne Lim; J Mark Ansermino
Journal:  J Clin Monit Comput       Date:  2013-04-09       Impact factor: 2.502

Review 2.  Physiological Signal Processing for Individualized Anti-nociception Management During General Anesthesia: a Review.

Authors:  J De Jonckheere; V Bonhomme; M Jeanne; E Boselli; M Gruenewald; R Logier; P Richebé
Journal:  Yearb Med Inform       Date:  2015-08-13

Review 3.  Nociception monitoring tools using autonomic tone changes for intraoperative analgesic guidance in pediatric patients.

Authors:  Byung Gun Lim
Journal:  Anesth Pain Med (Seoul)       Date:  2019-10-31

4.  Heart Rate Variability Analysis to Evaluate Autonomic Nervous System Maturation in Neonates: An Expert Opinion.

Authors:  Hugues Patural; Patricia Franco; Vincent Pichot; Antoine Giraud
Journal:  Front Pediatr       Date:  2022-04-21       Impact factor: 3.569

5.  Comparison of the effect of different infusion rates of sufentanil on surgical stress index during cranial pinning in children under general anaesthesia: a randomized controlled study.

Authors:  In-Kyung Song; Sang-Hwan Ji; Eun-Hee Kim; Ji-Hyun Lee; Jin-Tae Kim; Hee-Soo Kim
Journal:  BMC Anesthesiol       Date:  2017-12-08       Impact factor: 2.217

  5 in total

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