ISOMAP and machine learning algorithms for the construction of embedded functional connectivity networks of anatomically separated brain regions from resting state fMRI data of patients with Schizophrenia

We construct Functional Connectivity Networks (FCN) from resting state fMRI (rsfMRI) recordings towards the classification of brain activity between healthy and schizophrenic subjects using a publicly available dataset (the COBRE dataset) of 145 subjects (74 healthy controls and 71 schizophrenic sub...

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Detalles Bibliográficos
Autores principales: Gallos, Ioannis K, Gkiatis, Kostakis, Matsopoulos, George K, Siettos, Constantinos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AIMS Press 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7940114/
https://www.ncbi.nlm.nih.gov/pubmed/33709030
http://dx.doi.org/10.3934/Neuroscience.2021016

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7940114/
https://www.ncbi.nlm.nih.gov/pubmed/33709030
http://dx.doi.org/10.3934/Neuroscience.2021016

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