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  Sketching a Space of Brain States

Mannone, M., Ribino, P., Fazio, P., Marwan, N. (2025): Sketching a Space of Brain States. - Neuroinformatics, 23, 45.
https://doi.org/10.1007/s12021-025-09739-0

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 Creators:
Mannone, Maria1, Author           
Ribino, Patrizia2, Author
Fazio, Peppino2, Author
Marwan, Norbert1, Author                 
Affiliations:
1Potsdam Institute for Climate Impact Research, ou_persistent13              
2External Organizations, ou_persistent22              

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 Abstract: Brain functional connectivity alterations, that is, pathological changes in the signal exchange between areas of the brain, are occurring in several neurological diseases, including neurodegenerative and neuropsychiatric ones. They consist in changes in how brain functional networks work. By conceptualising a brain space as a space whose points are connectome configurations representing brain functional states, changes in brain network functionality can be represented by paths between these points. Paths from a healthy state to a diseased one, or between diseased states as instances of disease progression, are modelled as the action of the Krankheit-Operator, that produces changes from a brain functional state to another one. This study proposes a formal representation of the space of brain states and presents its computational definition. Moreover, references to patients affected by Parkinson’s disease, schizophrenia, and Alzheimer-Perusini’s disease are included for discussing the proposed approach and possible developments of the research toward a generalisation.

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Language(s): eng - English
 Dates: 2025-07-142025-09-022025-09-02
 Publication Status: Finally published
 Pages: 13
 Publishing info: -
 Table of Contents: -
 Rev. Type: Peer
 Identifiers: DOI: 10.1007/s12021-025-09739-0
MDB-ID: No data to archive
PIKDOMAIN: RD4 - Complexity Science
Organisational keyword: RD4 - Complexity Science
Working Group: Development of advanced time series analysis techniques
Research topic keyword: Complex Networks
Research topic keyword: Nonlinear Dynamics
Regional keyword: Europe
Model / method: Nonlinear Data Analysis
OATYPE: Hybrid Open Access
 Degree: -

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Title: Neuroinformatics
Source Genre: Journal, SCI, Scopus
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Pages: - Volume / Issue: 23 Sequence Number: 45 Start / End Page: - Identifier: CoNE: https://publications.pik-potsdam.de/cone/journals/resource/1559-0089
Publisher: Springer