Which client with generalized anxiety disorder benefits from a mindfulness ecological momentary intervention versus a self-monitoring app? Developing a multivariable machine learning predictive model

Author:

Zainal Nur HaniORCID,Newman Michelle G.

Funder

NIMH

Pennsylvania State University

National University of Singapore

Publisher

Elsevier BV

Subject

Psychiatry and Mental health,Clinical Psychology

Reference128 articles.

1. A scoping review of machine learning in psychotherapy research;Aafjes-van Doorn;Psychotherapy Research,2021

2. Diagnostic and statistical manual of mental disorders (DSM-5);American Psychiatric Association,2013

3. Response and remission rates in internet-based cognitive behavior therapy: an individual patient data meta-analysis;Andersson;Frontiers in Psychiatry,2019

4. Cognitive behavioral therapy, mindfulness-based cognitive therapy and acceptance commitment therapy for anxiety disorders: Integrating traditional with digital treatment approaches;Apolinário-Hagen,2020

5. Empirical characterization of random forest variable importance measures;Archer;Computational Statistics & Data Analysis,2008

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