Using classification trees to identify psychotherapy patients at risk for poor treatment adherence.

Timothy Regan Morgan N McCredie Bethany Harris Shaunna L Clark

Published in: Psychotherapy research : journal of the Society for Psychotherapy Research (2023)

Classification trees are a practical tool for clinicians to determine patients at risk of premature termination. More research is needed to develop trees that predict treatment utilization with high accuracy across different types of patients and settings.

Keyphrases

end stage renal disease
ejection fraction
newly diagnosed
deep learning
peritoneal dialysis
prognostic factors
patient reported outcomes
combination therapy
weight loss