Detecting Neuroimaging Biomarkers for Depression: A Meta-analysis of Multivariate Pattern Recognition Studies

• Published in: Biological psychiatry (1969) Vol. 82; no. 5; pp. 330 - 338
• Main Authors: Kambeitz, Joseph, Cabral, Carlos, Sacchet, Matthew D., Gotlib, Ian H., Zahn, Roland, Serpa, Mauricio H., Walter, Martin, Falkai, Peter, Koutsouleris, Nikolaos
• Format: Journal Article
• Language: English
• Published: United States Elsevier Inc 01.09.2017
• Subjects: Affective disorder; Brain - diagnostic imaging; Classification; Depressive Disorder, Major - diagnostic imaging; Diagnosis; Humans; Image Interpretation, Computer-Assisted - methods; Multivariate Analysis; Neuroimaging - methods; Prediction; Psychiatric/Mental Health; Sensitivity; Specificity; Affective disorder; Sensitivity; Specificity; Diagnosis; Classification; Prediction

Multiple studies have examined functional and structural brain alteration in patients diagnosed with major depressive disorder (MDD). The introduction of multivariate statistical methods allows investigators to utilize data concerning these brain alterations to generate diagnostic models that accura...