Deep Learning-Based Depression Detection from Social Media: Comparative Evaluation of ML and Transformer Techniques

Deep Learning-Based Depression Detection from Social Media: Comparative Evaluation of ML and Transformer Techniques

Detecting depression from user-generated content on social media platforms has garnered significant attention due to its potential for the early identification and monitoring of mental health issues. This paper presents a comprehensive approach for depression detection from user tweets using machine...

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Bibliographic Details
Main Authors: Biodoumoye George Bokolo, Qingzhong Liu
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Electronics
Subjects:
depression detection
social media analysis
deep learning models
NLP techniques
user tweets
mental health identification
Online Access:https://www.mdpi.com/2079-9292/12/21/4396

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https://www.mdpi.com/2079-9292/12/21/4396

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