Whole-Brain Exploratory Analysis of Functional Task Response Following Erythropoietin Treatment in Mood Disorders: A Supervised Machine Learning Approach

Whole-Brain Exploratory Analysis of Functional Task Response Following Erythropoietin Treatment in Mood Disorders: A Supervised Machine Learning Approach

A core symptom of mood disorders is cognitive impairment in attention, memory and executive functions. Erythropoietin (EPO) is a candidate treatment for cognitive impairment in unipolar and bipolar disorders (UD and BD) and modulates cognition-related neural activity across a fronto-temporo-parietal...

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Bibliographic Details
Main Authors: Søren F. V. Nielsen, Kristoffer H. Madsen, Maj Vinberg, Lars V. Kessing, Hartwig R. Siebner, Kamilla W. Miskowiak
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-11-01
Series:Frontiers in Neuroscience
Subjects:
erythropoietin
functional magnetic resonance imaging
machine learning
mood disorders
cognitive dysfunction
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2019.01246/full

Internet

https://www.frontiersin.org/article/10.3389/fnins.2019.01246/full

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