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Scientific paper - Original scientific paper
Multi-lag Tone – Entropy in Neonatal Stress
Journal of the Royal Society Interface, 15 (2018), 146; 1-8. https://doi.org/10.1098/rsif.2018.0420
Matej Šapina, Matej; Karmakar, Chandan Kumar; Kramarić, Karolina; Garcin, Matthieu; Adelson, P. David; Milas, Krešimir; Pirić, Marko; Brdarić, Dario; Yearwood, John

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Matej Šapina, M., Karmakar, C. K., Kramarić, K., Garcin, M., Adelson, P. D., Milas, K. ... Yearwood, J. (2018). Multi-lag Tone – Entropy in Neonatal Stress. Journal of the Royal Society Interface, 15. (146), 1-8. doi: 10.1098/rsif.2018.0420

Matej Šapina, Matej, et al. "Multi-lag Tone – Entropy in Neonatal Stress." Journal of the Royal Society Interface, vol. 15, no. 146, 2018, pp. 1-8. https://doi.org/10.1098/rsif.2018.0420

Matej Šapina, Matej, Chandan Kumar Karmakar, Karolina Kramarić, Matthieu Garcin, P. David Adelson, Krešimir Milas, Marko Pirić, Dario Brdarić and John Yearwood. "Multi-lag Tone – Entropy in Neonatal Stress." Journal of the Royal Society Interface 15, no. 146 (2018): 1-8. https://doi.org/10.1098/rsif.2018.0420

Matej Šapina, M., et al. (2018) 'Multi-lag Tone – Entropy in Neonatal Stress', Journal of the Royal Society Interface, 15(146), pp. 1-8. doi: 10.1098/rsif.2018.0420

Matej Šapina M, Karmakar CK, Kramarić K, Garcin M, Adelson PD, Milas K, and sur.. Multi-lag Tone – Entropy in Neonatal Stress. Journal of the Royal Society Interface [Internet]. 2018 [cited 2024 April 24];15(146):1-8. doi: 10.1098/rsif.2018.0420

M. Matej Šapina, et al., "Multi-lag Tone – Entropy in Neonatal Stress", Journal of the Royal Society Interface, vol. 15, no. 146, pp. 1-8, 2018. [Online]. Available at: https://urn.nsk.hr/urn:nbn:hr:239:488924. [Accessed: 24 April 2024]

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Metadata
Title (english)Multi-lag Tone – Entropy in Neonatal Stress
AuthorMatej Matej Šapina
AuthorChandan Kumar Karmakar
AuthorKarolina Kramarić
AuthorMatthieu Garcin
AuthorP. David Adelson
AuthorKrešimir Milas
AuthorMarko Pirić
AuthorDario Brdarić
MBZ: 352703
AuthorJohn Yearwood
Author's institution(Clinical hospital center Osijek)
Author's institutionJosip Juraj Strossmayer University of Osijek
Faculty of Dental Medicine and Health Osijek
Author's institutionJosip Juraj Strossmayer University of Osijek
Faculty of Medicine Osijek
Scientific / art field,
discipline and subdiscipline		BIOMEDICINE AND HEALTHCARE
Clinical Medical Sciences
Internal Medicine
Scientific / art field,
discipline and subdiscipline		BIOMEDICINE AND HEALTHCARE
Clinical Medical Sciences
Pediatrics
Abstract (english)
Heart rate variability (HRV) has been analysed using linear and nonlinear methods. In the framework of a controlled neonatal stress model, we applied tone–entropy (T–E) analysis at multiple lags to understand the influence of external stressors on healthy term neonates. Forty term neonates were included in the study. HRV was analysed using multi-lag T–E at two resting and two stress phases (heel stimulation and a heel stick blood drawing phase). Higher mean entropy values and lower mean tone values when stressed showed a reduction in randomness with increased sympathetic and reduced parasympathetic activity. A ROC analysis was used to estimate the diagnostic performances of tone and entropy and combining both features. Comparing the resting and simulation phase separately, the performance of tone outperformed entropy, but combining the two in a quadratic linear regression model, neonates in resting as compared to stress phases could be distinguished with high accuracy. This raises the possibility that when applied across short time segments, multi-lag T–E becomes an additional tool for more objective assessment of neonatal stress.
Keywords (english)
Languageenglish
Publication typeScientific paper - Original scientific paper
Publication statusPublished
Peer reviewPeer review - international
Publication versionPublished version
Journal titleJournal of the Royal Society Interface
Numberingvol. 15, no. 146, pp. 1-8
p-ISSN1742-5689
e-ISSN1742-5662
DOIhttps://doi.org/10.1098/rsif.2018.0420
URN:NBNurn:nbn:hr:239:488924
Publication2018
Document URLhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6170777/
Type of resourceText
Access conditionsOpen access
Terms of useLicence Attribution 4.0 International (CC BY 4.0) icon
Created on2020-03-30 07:43:24