Progress towards clinically informative data-driven decision support tools in psychotherapy.

[1]  W. Lutz,et al.  Prospective evaluation of a clinical decision support system in psychological therapy. , 2021, Journal of consulting and clinical psychology.

[2]  C. Beard,et al.  Personalized prescriptions of therapeutic skills from patient characteristics: An ecological momentary assessment approach. , 2021, Journal of consulting and clinical psychology.

[3]  W. Lutz,et al.  Dynamic prediction of psychological treatment outcomes: development and validation of a prediction model using routinely collected symptom data. , 2021, The Lancet. Digital health.

[4]  Kellyn F Arnold,et al.  Time to reality check the promises of machine learning-powered precision medicine , 2020, The Lancet. Digital health.

[5]  W. Lutz,et al.  The Leeds Risk Index: Field-Test of a Stratified Psychological Treatment Selection Algorithm , 2020, Psychotherapy and Psychosomatics.

[6]  Jie Ma,et al.  A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models. , 2019, Journal of clinical epidemiology.

[7]  W. Lutz,et al.  Feedback-informed treatment versus usual psychological treatment for depression and anxiety: a multisite, open-label, cluster randomised controlled trial. , 2018, The lancet. Psychiatry.

[8]  Ambuj Tewari,et al.  Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support , 2017, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[9]  Michael J. Lambert,et al.  Bergin and Garfield's Handbook of Psychotherapy and Behavior Change , 2003 .