Deep Learning Applications of Symptom Severity Prediction: Implications for Psychopathology

Self-report questionnaires are critical tools to assess psychopathology and monitor symptoms. The present study used machine learning approaches to predict worry severity. Results demonstrated that neural networks predicted worry severity with high accuracy, precision, and sensitivity.