A textual-based featuring approach for depression detection using machine learning classifiers and social media texts
Author:
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications
Reference62 articles.
1. Predicting anxiety, depression and stress in modern life using machine learning algorithms;Priya;Procedia Computer Science,2020
2. An end-to-end model for detection and assessment of depression levels using speech;Srimadhur;Procedia Computer Science,2020
3. Machine learning-based approach for depression detection in Twitter using content and activity features;Alsagri;IEICE Transactions on Information and Systems,2020
4. An investigation of working memory deficits in depression using the n-back task: a systematic review and meta-analysis;Nikolin;J. Affect. Disord.,2021
5. Predicting depression from routine survey data using machine learning;Yadav,2020
Cited by 111 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. A comprehensive review of predictive analytics models for mental illness using machine learning algorithms;Healthcare Analytics;2024-12
2. DepressionEmo: A novel dataset for multilabel classification of depression emotions;Journal of Affective Disorders;2024-12
3. Digital phenotyping of depression during pregnancy using self-report data;Journal of Affective Disorders;2024-11
4. Automatic depression prediction via cross-modal attention-based multi-modal fusion in social networks;Computers and Electrical Engineering;2024-08
5. A survey on detecting mental disorders with natural language processing: Literature review, trends and challenges;Computer Science Review;2024-08
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