Complexity-entropy maps as a tool for the characterization of the clinical electrophysiological evolution of patients under pharmacological treatment with psychotropic drugs
Fil: Díaz López, Juan Manuel. Instituto Argentino de Ciencias de la Conducta; Argentina.
| Main Authors: | , , |
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| Other Authors: | |
| Format: | publishedVersion |
| Language: | eng |
| Published: |
2025
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| Online Access: | http://hdl.handle.net/11086/555684 https://doi.org/10.3390/e19100540 |
| _version_ | 1832866539343183872 |
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| author | Díaz López, Juan Manuel Mateos, Diego Martín Boyallián, Carina |
| author2 | https://orcid.org/0000-0001-7068-4004 |
| author_facet | https://orcid.org/0000-0001-7068-4004 Díaz López, Juan Manuel Mateos, Diego Martín Boyallián, Carina |
| author_sort | Díaz López, Juan Manuel |
| collection | Repositorio Digital Universitario |
| description | Fil: Díaz López, Juan Manuel. Instituto Argentino de Ciencias de la Conducta; Argentina. |
| format | publishedVersion |
| id | rdu-unc.555684 |
| institution | Universidad Nacional de Cordoba |
| language | eng |
| publishDate | 2025 |
| record_format | dspace |
| spelling | rdu-unc.5556842025-05-19T16:23:08Z Complexity-entropy maps as a tool for the characterization of the clinical electrophysiological evolution of patients under pharmacological treatment with psychotropic drugs Díaz López, Juan Manuel Mateos, Diego Martín Boyallián, Carina https://orcid.org/0000-0001-7068-4004 https://orcid.org/0000-0002-1953-0875 https://orcid.org/0000-0001-9347-8940 Permutation entropy Permutation complexity Pharmacological treatment Electroencephalography publishedVersion Fil: Díaz López, Juan Manuel. Instituto Argentino de Ciencias de la Conducta; Argentina. Fil: Díaz López, Juan Manuel. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Mateos, Diego Martín. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Mateos, Diego Martín. Hospital for Sick Children. Division of Neurology; Canadá. Fil: Mateos, Diego Martín. University of Toronto. Institute of Medical Science and Department of Paediatrics; Canadá. Fil: Boyallián, Carina. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Boyallián, Carina. Universidad Nacional de Córdoba. Centro de Investigación y Estudios de Matemática; Argentina. Fil: Boyallián, Carina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro de Investigación y Estudios de Matemática; Argentina. In the clinical electrophysiological practice, reading and comparing electroencephalographic (EEG) recordings are sometimes insufficient and take too much time. Tools coming from the information theory or nonlinear systems theory such as entropy and complexity have been presented as an alternative to address this problem. In this work, we introduce a novel method-the permutation Lempel-Ziv Complexity vs. Permutation Entropy map. We apply this method to the EEGs of two patients with specific diagnosed pathologies during respective follow up processes of pharmacological changes in order to detect alterations that are not evident with the usual inspection method. The method allows for comparing between different states of the patients´ treatment, with a healthy control group, given global information about the signal, supplementing the traditional method of visual inspection of EEG. http://www.mdpi.com/1099-4300/19/10/540 publishedVersion Fil: Díaz López, Juan Manuel. Instituto Argentino de Ciencias de la Conducta; Argentina. Fil: Díaz López, Juan Manuel. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Mateos, Diego Martín. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Mateos, Diego Martín. Hospital for Sick Children. Division of Neurology; Canadá. Fil: Mateos, Diego Martín. University of Toronto. Institute of Medical Science and Department of Paediatrics; Canadá. Fil: Boyallián, Carina. Universidad Nacional de Córdoba. Facultad de Matemática, Astronomía, Física y Computación; Argentina. Fil: Boyallián, Carina. Universidad Nacional de Córdoba. Centro de Investigación y Estudios de Matemática; Argentina. Fil: Boyallián, Carina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro de Investigación y Estudios de Matemática; Argentina. Otras Ciencias Naturales y Exactas 2025-05-13T13:37:44Z 2025-05-13T13:37:44Z 2017 article Díaz López, J. M., Mateos, D. M. y Boyallián, C. (2017). Complexity-entropy maps as a tool for the characterization of the clinical electrophysiological evolution of patients under pharmacological treatment with psychotropic drugs. Entropy, 19 (10). https://doi.org/10.3390/e19100540 http://hdl.handle.net/11086/555684 1099-4300 https://doi.org/10.3390/e19100540 eng Attribution 4.0 International http://creativecommons.org/licenses/by/4.0/ Impreso; Electrónico y/o Digital |
| spellingShingle | Permutation entropy Permutation complexity Pharmacological treatment Electroencephalography Díaz López, Juan Manuel Mateos, Diego Martín Boyallián, Carina Complexity-entropy maps as a tool for the characterization of the clinical electrophysiological evolution of patients under pharmacological treatment with psychotropic drugs |
| title | Complexity-entropy maps as a tool for the characterization of the clinical electrophysiological evolution of patients under pharmacological treatment with psychotropic drugs |
| title_full | Complexity-entropy maps as a tool for the characterization of the clinical electrophysiological evolution of patients under pharmacological treatment with psychotropic drugs |
| title_fullStr | Complexity-entropy maps as a tool for the characterization of the clinical electrophysiological evolution of patients under pharmacological treatment with psychotropic drugs |
| title_full_unstemmed | Complexity-entropy maps as a tool for the characterization of the clinical electrophysiological evolution of patients under pharmacological treatment with psychotropic drugs |
| title_short | Complexity-entropy maps as a tool for the characterization of the clinical electrophysiological evolution of patients under pharmacological treatment with psychotropic drugs |
| title_sort | complexity entropy maps as a tool for the characterization of the clinical electrophysiological evolution of patients under pharmacological treatment with psychotropic drugs |
| topic | Permutation entropy Permutation complexity Pharmacological treatment Electroencephalography |
| url | http://hdl.handle.net/11086/555684 https://doi.org/10.3390/e19100540 |
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