Using machine-learning to predict sudden gains in treatment for major depressive disorder

Keyphrases

• Major Depressive Disorder 100%
• Machine Learning 100%
• Sudden Gains 100%
• Three-machine 33%
• Machine Learning Models 22%
• Machine Learning Algorithms 22%
• Random Forest Regression 22%
• Anxiety-depression 11%
• Anxiety Symptoms 11%
• Clinical Predictors 11%
• Psychotherapy 11%
• Outcome Prediction 11%
• Generalized Anxiety 11%
• Clinical Decision-making 11%
• Marital Status 11%
• Employment Status 11%
• Support Vector Machine Model 11%
• Hospital Setting 11%
• Clinical Outcome Prediction 11%
• Meta-algorithm 11%
• Adaptive Boosting 11%
• Partial Hospital 11%
• Previous Hospitalization 11%
• Fair Prediction 11%
• Comorbid Diagnosis 11%

Psychology

• Learning Model 100%
• Depression 100%
• Learning Algorithm 100%
• Decision Making 50%