Ensemble Learning for Early‐Response Prediction of Antidepressant Treatment in Major Depressive Disorder - Pei, Cong; Sun, Yurong; Zhu, Jinlong; Wang, Xinyi; Zhang, Yujie; Zhang, Shuqiang; Yao, Zhijian; Lu, Qing (Journal of magnetic resonance imaging, 2020)
Keywords: Algorithms; antidepressant response; Antidepressants; Antidepressive Agents - therapeutic use; Biomarkers; Brain; Clinical trials; Depressive Disorder, Major - diagnostic imaging; Depressive Disorder, Major - drug therapy; Field strength; genetics; Humans; Image processing; Information processing; Integration; Learning algorithms; Machine Learning; Magnetic resonance imaging; major depressive disorder; Medical imaging; Mental depression; Model accuracy; Modelling; Neuroimaging; Performance evaluation; prediction; Prediction models; Prospective Studies; resting‐state fMRI; Sensitivity; Statistical analysis; Statistical tests; Support Vector Machine; Support vector machines; antidepressant response; prediction; genetics; major depressive disorder; machine learning; resting-state fMRI