Applications of machine learning algorithms to predict therapeutic outcomes in depression: A meta-analysis and systematic review.

Machine learning algorithms provide a powerful conceptual and analytic framework capable of integrating multiple data types and sources and may more effectively model neurobiological components as functional modules of pathophysiology embedded within the complex, social dynamics that influence the phenomenology of mental disorders.