For whom should psychotherapy focus on problem coping? A machine learning algorithm for treatment personalization

Author:

Gómez Penedo Juan Martin12ORCID,Schwartz Brian2ORCID,Giesemann Julia2,Rubel Julian A.3ORCID,Deisenhofer Anne-Katharina2ORCID,Lutz Wolfgang2ORCID

Affiliation:

1. Facultad de Psicología, Universidad de Buenos Aires (Conicet), Buenos Aires, Argentina

2. Department of Psychology, University of Trier, Trier, Germany

3. Department of Psychology, Justus-Liebig University Giessen, Giessen, Germany

Funder

Humboldt Research Fellowship for Postdoctoral Researchers

Publisher

Informa UK Limited

Subject

Clinical Psychology

Reference79 articles.

1. Dynamic Structural Equation Models

2. Asparouhov, T. & Muthén, B. (2010). Bayesian analysis of latent variable models using Mplus (version 3) (Technical Report). http://statmodel.com/download/Bayes3.pdf.

3. Self-efficacy: Toward a unifying theory of behavioral change.

4. The IIP-32: A short version of the Inventory of Interpersonal Problems

Cited by 12 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Intake Characteristics as Predictors of Psychotherapy Outcome in a Practice Research Network in Argentina;Administration and Policy in Mental Health and Mental Health Services Research;2024-07-12

2. Using machine learning to increase access to and engagement with trauma‐focused interventions for posttraumatic stress disorder;British Journal of Clinical Psychology;2024-05-07

3. Precision Mental Health and Data-Informed Decision Support in Psychological Therapy: An Example;Administration and Policy in Mental Health and Mental Health Services Research;2023-12-15

4. Zero-Shot Recommendations with Pre-Trained Large Language Models for Multimodal Nudging;2023 IEEE International Conference on Data Mining Workshops (ICDMW);2023-12-04

5. Leveraging Novel Technologies and Artificial Intelligence to Advance Practice-Oriented Research;Administration and Policy in Mental Health and Mental Health Services Research;2023-10-25

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3