Pragmatic and Observational Research

Leveraging artificial intelligence to bridge research gaps and promote equity in mental health

This Article Collection explores diverse aspects of mental health research conducted in real-world settings by leveraging artificial intelligence (including machine learning, deep learning, reinforcement learning, and natural language processing). Our objective is to shed light on the intersection of mental health research with real-world applications, addressing disparities, predicting risks of adverse outcomes, identifying and assessing interventions, and enhancing patient outcomes for diverse populations.