A Clinical Risk Prediction Model for Depressive Disorders Based on Seven Machine Learning Algorithms - Jin, Weifeng; Chen, Shuzi; Wang, Mengxia; Lin, Ping (International journal of general medicine, 2025)
Keywords: Accuracy; Algorithms; Arginine; Biomarkers; Blood; Blood tests; Calibration; Clinical decision making; Data mining; Depressive disorders，Machine learn; Feature selection; Glucose; Health care; High density lipoprotein; Lipoproteins; Machine learning; Medical colleges; Medical examination; Medical research; Medicine, Experimental; Mental disorders; Mental health; Nomograms; Original Research; Phenylalanine; Phosphatase; Phosphatases; Regression analysis; Serotonin; Variables; machine learn; depressive disorders