Magnetic resonance imaging for individual prediction of treatment response in major depressive disorder: a systematic review and meta-analysis

• Published in: Translational psychiatry Vol. 11; no. 1; pp. 168 - 10
• Main Authors: Cohen, Sem E., Zantvoord, Jasper B., Wezenberg, Babet N., Bockting, Claudi L. H., van Wingen, Guido A.
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 15.03.2021; Nature Publishing Group
• Subjects: 59; 59/57; 631/378; 692/53/2423; 692/699/476/1414; Behavioral Sciences; Biological Psychology; Classification; Machine learning; Magnetic resonance imaging; Medicine; Medicine & Public Health; Mental depression; Meta-analysis; Neurosciences; Patients; Pharmacotherapy; Psychiatry; Systematic review

No tools are currently available to predict whether a patient suffering from major depressive disorder (MDD) will respond to a certain treatment. Machine learning analysis of magnetic resonance imaging (MRI) data has shown potential in predicting response for individual patients, which may enable pe...