Optimizing precision medicine for second-step depression treatment: a machine learning approach

CONCLUSION: Ensemble machine learning has potential to predict second-step treatment. In this study, predictive performance varied by type of treatment, with greater accuracy in predicting remission in response to behavioral treatments than to pharmacotherapy interventions. Future directions include considering more informative predictor modalities to enhance prediction of second-step treatment response.PMID:38533794 | DOI:10.1017/S0033291724000497
Source: Psychological Medicine - Category: Psychiatry Authors: Source Type: research