DepressionGraph: A Two-Channel Graph Neural Network for the Diagnosis of Major Depressive Disorders Using rs-fMRI
Major depressive disorder (MDD) is a prevalent psychiatric condition with a complex and
unknown pathological mechanism. Resting-state functional magnetic resonance imaging (rs …
unknown pathological mechanism. Resting-state functional magnetic resonance imaging (rs …
Computational Mechanisms of Neuroimaging Biomarkers Uncovered by Multicenter Resting-State fMRI Connectivity Variation Profile
O Yamashita, A Yamashita, Y Takahara, Y Sakai… - bioRxiv, 2024 - biorxiv.org
Resting-state functional connectivity (rsFC) is increasingly used to develop biomarkers for
psychiatric disorders. Despite progress, development of the reliable and practical FC …
psychiatric disorders. Despite progress, development of the reliable and practical FC …
Generalisable functional imaging classifiers of schizophrenia have multifunctionality as trait, state, and staging biomarkers
T Kawashima, A Yamashita, Y Yoshihara, Y Kobayashi… - medRxiv, 2024 - medrxiv.org
Schizophrenia spectrum disorder (SSD) is one of the top causes of disease burden; similar
to other psychiatric disorders, SSD lacks widely applicable and objective biomarkers. This …
to other psychiatric disorders, SSD lacks widely applicable and objective biomarkers. This …