Personalized treatment selection in routine care: Integrating machine learning and statistical algorithms to recommend cognitive behavioral or psychodynamic therapy
Author:
Affiliation:
1. University of Trier, Germany
2. University of California, Los Angeles, CA, United States
3. Justus-Liebig-University Giessen, Germany
4. University of Mannheim, Germany
Publisher
Informa UK Limited
Subject
Clinical Psychology
Link
https://www.tandfonline.com/doi/pdf/10.1080/10503307.2020.1769219
Reference92 articles.
1. The Meta-Analysis of Clinical Judgment Project: Fifty-Six Years of Accumulated Research on Clinical Versus Statistical Prediction
2. Ensemble methods: bagging and random forests
3. Big Data and Machine Learning in Health Care
4. Comparison of Beck Depression Inventories-IA and-II in Psychiatric Outpatients
Cited by 64 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. Prediction of childbearing tendency in women on the verge of marriage using machine learning techniques;Scientific Reports;2024-09-06
2. Is personalization of psychological pain treatments necessary? Evidence from a Bayesian variance ratio meta-analysis;Pain;2024-08-02
3. Heterogeneity of Treatment Effects in Internet- and Mobile-Based Interventions for Depression;JAMA Network Open;2024-07-18
4. Data-driven personalized medicine approaches to cognitive-behavioral therapy allocation in a large sample: A reanalysis of the ENRICHED study;Journal of Affective Disorders;2024-07
5. Individual treatment selection for patients with post-traumatic stress disorder: External validation of a personalised advantage index;Psychotherapy Research;2024-06-11
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