Use of Machine Learning Algorithms Based on Text, Audio, and Video Data in the Prediction of Anxiety and Posttraumatic Stress in General and Clinical Populations: A Systematic Review

Author:

Ciharova MarketaORCID,Amarti Khadicha,van Breda Ward,Peng Xianhua,Lorente-Català Rosa,Funk Burkhardt,Hoogendoorn Mark,Koutsouleris Nikolaos,Fusar-Poli Paolo,Karyotaki Eirini,Cuijpers Pim,Riper Heleen

Funder

European Commission

INTERREG IVB North-West Europe

Publisher

Elsevier BV

Reference69 articles.

1. Current status, issues and future prospects of personalized medicine for each disease;Yamamoto;J Pers Med,2022

2. The contribution of “individual participant data” meta-analyses of psychotherapies for depression to the development of personalized treatments: A systematic review;Cuijpers;J Pers Med,2022

3. The computational limits of deep learning;Thompson;arXiv,2020

4. Model-driven deep-learning;Xu;Natl Sci Rev,2018

5. Machine learning in mental health: A systematic review of the HCI literature to support the development of effective and implementable ML systems;Thieme;ACM Trans Comput Hum Interact,2020

Cited by 1 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

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