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The entropy of chaotic transitions of EEG phase growth in bipolar disorder with lithium carbonate

The application of chaos measures the association of EEG signals which allows for differentiating pre and post-medicated epochs for bipolar patients. We propose a new approach on chaos necessary for proof of EEG metastability. Shannon entropies of concealed patterns of Schwarzian derivatives from ab...

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Autores principales: Demirer, Rüştü Murat, Kesebir, Sermin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8178301/
https://www.ncbi.nlm.nih.gov/pubmed/34088967
http://dx.doi.org/10.1038/s41598-021-91350-9
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author Demirer, Rüştü Murat
Kesebir, Sermin
author_facet Demirer, Rüştü Murat
Kesebir, Sermin
author_sort Demirer, Rüştü Murat
collection PubMed
description The application of chaos measures the association of EEG signals which allows for differentiating pre and post-medicated epochs for bipolar patients. We propose a new approach on chaos necessary for proof of EEG metastability. Shannon entropies of concealed patterns of Schwarzian derivatives from absolute instantaneous frequency transformations of EEG signals after Hilbert transform are compared and found significantly statistically different between pre and post-medication periods when fitted to von Bertalanffy’s functions. Schwarzian dynamics measures was compared at first baseline and then at the end of the first hour of one dose 300 mg lithium carbonate intake for the same subject in depressive patients. With an application of Schwarzian derivative on the prediction of von Bertalanffy’s models, integration and segregation of phase growth orbits of neural oscillations can be understood as an influence of chaos on the mixing of frequencies. A phase growth constant parameter was performed to determine the bifurcation parameter of von Bertalanffy’s model at each given non-overlapped EEG segment. Schwarzian derivative was sometimes very close positive near the origin but stayed negative for most of the number of segments. Lithium carbonate changed the chaotic invariants of the EEG Schwarzian dynamics and removed sharp boundaries in the bipolar spectrum.
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spelling pubmed-81783012021-06-07 The entropy of chaotic transitions of EEG phase growth in bipolar disorder with lithium carbonate Demirer, Rüştü Murat Kesebir, Sermin Sci Rep Article The application of chaos measures the association of EEG signals which allows for differentiating pre and post-medicated epochs for bipolar patients. We propose a new approach on chaos necessary for proof of EEG metastability. Shannon entropies of concealed patterns of Schwarzian derivatives from absolute instantaneous frequency transformations of EEG signals after Hilbert transform are compared and found significantly statistically different between pre and post-medication periods when fitted to von Bertalanffy’s functions. Schwarzian dynamics measures was compared at first baseline and then at the end of the first hour of one dose 300 mg lithium carbonate intake for the same subject in depressive patients. With an application of Schwarzian derivative on the prediction of von Bertalanffy’s models, integration and segregation of phase growth orbits of neural oscillations can be understood as an influence of chaos on the mixing of frequencies. A phase growth constant parameter was performed to determine the bifurcation parameter of von Bertalanffy’s model at each given non-overlapped EEG segment. Schwarzian derivative was sometimes very close positive near the origin but stayed negative for most of the number of segments. Lithium carbonate changed the chaotic invariants of the EEG Schwarzian dynamics and removed sharp boundaries in the bipolar spectrum. Nature Publishing Group UK 2021-06-04 /pmc/articles/PMC8178301/ /pubmed/34088967 http://dx.doi.org/10.1038/s41598-021-91350-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Demirer, Rüştü Murat
Kesebir, Sermin
The entropy of chaotic transitions of EEG phase growth in bipolar disorder with lithium carbonate
title The entropy of chaotic transitions of EEG phase growth in bipolar disorder with lithium carbonate
title_full The entropy of chaotic transitions of EEG phase growth in bipolar disorder with lithium carbonate
title_fullStr The entropy of chaotic transitions of EEG phase growth in bipolar disorder with lithium carbonate
title_full_unstemmed The entropy of chaotic transitions of EEG phase growth in bipolar disorder with lithium carbonate
title_short The entropy of chaotic transitions of EEG phase growth in bipolar disorder with lithium carbonate
title_sort entropy of chaotic transitions of eeg phase growth in bipolar disorder with lithium carbonate
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8178301/
https://www.ncbi.nlm.nih.gov/pubmed/34088967
http://dx.doi.org/10.1038/s41598-021-91350-9
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