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

Abstract 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 derivative...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Rüştü Murat Demirer, Sermin Kesebir
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Medicine R Science Q
Acceso en línea:	https://doaj.org/article/e57ee0b33faa45eead8783033c2be75f
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:e57ee0b33faa45eead8783033c2be75f
record_format	dspace
spelling	oai:doaj.org-article:e57ee0b33faa45eead8783033c2be75f2021-12-02T17:50:57ZThe entropy of chaotic transitions of EEG phase growth in bipolar disorder with lithium carbonate10.1038/s41598-021-91350-92045-2322https://doaj.org/article/e57ee0b33faa45eead8783033c2be75f2021-06-01T00:00:00Zhttps://doi.org/10.1038/s41598-021-91350-9https://doaj.org/toc/2045-2322Abstract 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.Rüştü Murat DemirerSermin KesebirNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 11, Iss 1, Pp 1-11 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine R Science Q
spellingShingle	Medicine R Science Q Rüştü Murat Demirer Sermin Kesebir The entropy of chaotic transitions of EEG phase growth in bipolar disorder with lithium carbonate
description	Abstract 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.
format	article
author	Rüştü Murat Demirer Sermin Kesebir
author_facet	Rüştü Murat Demirer Sermin Kesebir
author_sort	Rüştü Murat Demirer
title	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_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_sort	entropy of chaotic transitions of eeg phase growth in bipolar disorder with lithium carbonate
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/e57ee0b33faa45eead8783033c2be75f
work_keys_str_mv	AT rustumuratdemirer theentropyofchaotictransitionsofeegphasegrowthinbipolardisorderwithlithiumcarbonate AT serminkesebir theentropyofchaotictransitionsofeegphasegrowthinbipolardisorderwithlithiumcarbonate AT rustumuratdemirer entropyofchaotictransitionsofeegphasegrowthinbipolardisorderwithlithiumcarbonate AT serminkesebir entropyofchaotictransitionsofeegphasegrowthinbipolardisorderwithlithiumcarbonate
_version_	1718379320681955328

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

Ejemplares similares