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Article

Pain Detection with Bioimpedance Methodology from 3-Dimensional Exploration of Nociception in a Postoperative Observational Trial

1
Department of Anesthesia, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
2
Research group of Dynamical Systems and Control, Ghent University, Tech Lane Science Park 125, 9052 Ghent, Belgium
3
EEDT—Core Lab on Decision and Control, Flanders Make Consortium, Tech Lane Science Park 131, 9052 Ghent, Belgium
4
Department of Automatic Control, Technical University of Cluj Napoca, Memorandumului 28, 400114 Cluj-Napoca, Romania
*
Author to whom correspondence should be addressed.
J. Clin. Med. 2020, 9(3), 684; https://doi.org/10.3390/jcm9030684
Submission received: 29 January 2020 / Revised: 13 February 2020 / Accepted: 29 February 2020 / Published: 4 March 2020
(This article belongs to the Section Anesthesiology)

Abstract

Although the measurement of dielectric properties of the skin is a long-known tool for assessing the changes caused by nociception, the frequency modulated response has not been considered yet. However, for a rigorous characterization of the biological tissue during noxious stimulation, the bioimpedance needs to be analyzed over time as well as over frequency. The 3-dimensional analysis of nociception, including bioimpedance, time, and frequency changes, is provided by ANSPEC-PRO device. The objective of this observational trial is the validation of the new pain monitor, named as ANSPEC-PRO. After ethics committee approval and informed consent, 26 patients were monitored during the postoperative recovery period: 13 patients with the in-house developed prototype ANSPEC-PRO and 13 with the commercial device MEDSTORM. At every 7 min, the pain intensity was measured using the index of Anspec-pro or Medstorm and the 0–10 numeric rating scale (NRS), pre-surgery for 14 min and post-anesthesia for 140 min. Non-significant differences were reported for specificity-sensitivity analysis between ANSPEC-PRO (AUC = 0.49) and MEDSTORM (AUC = 0.52) measured indexes. A statistically significant positive linear relationship was observed between Anspec-pro index and NRS (r2 = 0.15, p < 0.01). Hence, we have obtained a validation of the prototype Anspec-pro which performs equally well as the commercial device under similar conditions.
Keywords: post-operative pain; bioimpedance; time-frequency analysis; analgesia; anesthesia; drug delivery control post-operative pain; bioimpedance; time-frequency analysis; analgesia; anesthesia; drug delivery control

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MDPI and ACS Style

Neckebroek, M.; Ghita, M.; Ghita, M.; Copot, D.; Ionescu, C.M. Pain Detection with Bioimpedance Methodology from 3-Dimensional Exploration of Nociception in a Postoperative Observational Trial. J. Clin. Med. 2020, 9, 684. https://doi.org/10.3390/jcm9030684

AMA Style

Neckebroek M, Ghita M, Ghita M, Copot D, Ionescu CM. Pain Detection with Bioimpedance Methodology from 3-Dimensional Exploration of Nociception in a Postoperative Observational Trial. Journal of Clinical Medicine. 2020; 9(3):684. https://doi.org/10.3390/jcm9030684

Chicago/Turabian Style

Neckebroek, Martine, Mihaela Ghita, Maria Ghita, Dana Copot, and Clara M. Ionescu. 2020. "Pain Detection with Bioimpedance Methodology from 3-Dimensional Exploration of Nociception in a Postoperative Observational Trial" Journal of Clinical Medicine 9, no. 3: 684. https://doi.org/10.3390/jcm9030684

APA Style

Neckebroek, M., Ghita, M., Ghita, M., Copot, D., & Ionescu, C. M. (2020). Pain Detection with Bioimpedance Methodology from 3-Dimensional Exploration of Nociception in a Postoperative Observational Trial. Journal of Clinical Medicine, 9(3), 684. https://doi.org/10.3390/jcm9030684

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