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  Modeling a neurological disorder as the result of an operator acting on the brain: A first sketch based on network channel modeling

Mannone, M., Fazio, P., Marwan, N. (2024): Modeling a neurological disorder as the result of an operator acting on the brain: A first sketch based on network channel modeling. - Chaos, 34, 5, 053133.
https://doi.org/10.1063/5.0199988

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externe Referenz:
https://doi.org/10.5281/zenodo.14178219 (Ergänzendes Material)
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With this jupyter code, you can create a first version of the Krankheit-Operator (K-operator), modifying the weights of links in a toy network.

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 Urheber:
Mannone, Maria1, Autor
Fazio, Peppino1, Autor
Marwan, Norbert2, Autor              
Affiliations:
1External Organizations, ou_persistent22              
2Potsdam Institute for Climate Impact Research, ou_persistent13              

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 Zusammenfassung: The brain is a complex network, and diseases can alter its structures and connections between regions. Therefore, we can try to formalize the action of diseases by using operators acting on the brain network. Here, we propose a conceptual model of the brain, seen as a multilayer network, whose intra-lobe interactions are formalized as the diagonal blocks of an adjacency matrix. We propose a general and abstract definition of disease as an operator altering the weights of the connections between neural agglomerates, that is, the elements of the brain matrix. As models, we consider examples from three neurological disorders: epilepsy, Alzheimer–Perusini’s disease, and schizophrenia. The alteration of neural connections can be seen as alterations of communication pathways, and thus, they can be described with a new channel model.

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Sprache(n): eng - Englisch
 Datum: 2024-05-232024-05-23
 Publikationsstatus: Final veröffentlicht
 Seiten: 15
 Ort, Verlag, Ausgabe: -
 Inhaltsverzeichnis: -
 Art der Begutachtung: Expertenbegutachtung
 Identifikatoren: DOI: 10.1063/5.0199988
PIKDOMAIN: RD4 - Complexity Science
Organisational keyword: RD4 - Complexity Science
Research topic keyword: Nonlinear Dynamics
Research topic keyword: Complex Networks
Research topic keyword: Health
Model / method: Quantitative Methods
MDB-ID: No MDB - stored outside PIK (see locators/paper)
 Art des Abschluß: -

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Titel: Chaos
Genre der Quelle: Zeitschrift, SCI, Scopus, p3
 Urheber:
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Ort, Verlag, Ausgabe: -
Seiten: - Band / Heft: 34 (5) Artikelnummer: 053133 Start- / Endseite: - Identifikator: CoNE: https://publications.pik-potsdam.de/cone/journals/resource/180808
Publisher: American Institute of Physics (AIP)