Predictive diagnosis of major depression using NMR-based metabolomics and least-squares support vector machine - Zheng, Hong; Zheng, Peng; Zhao, Liangcai; Jia, Jianmin; Tang, Shengli; Xu, Pengtao; Xie, Peng; Gao, Hongchang (Clinica chimica acta, 2017)
Keywords: Adult; Artificial intelligence; Depression; Depressive Disorder, Major - blood; Depressive Disorder, Major - diagnosis; Depressive Disorder, Major - metabolism; Depressive Disorder, Major - pathology; Female; Glucose - metabolism; Humans; Least-Squares Analysis; Lipid Metabolism; Magnetic Resonance Spectroscopy; Male; Metabolome; Metabolomics - methods; Plasma; Prediction; Signal Transduction; Support Vector Machine; Metabolome; Plasma; Depression; Artificial intelligence; Prediction