Depression Detection in Social Media: A Comprehensive Review of Machine Learning and Deep Learning Techniques

Depression Detection in Social Media: A Comprehensive Review of Machine Learning and Deep Learning Techniques

Depression is a widespread mental health disorder that may remain undiagnosed by conventional clinical methods. The rapidly growing world of social media sites such as Twitter, Reddit, Facebook, Instagram, and Weibo has provided new avenues for depression detection using Machine Learning (ML) as wel...

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Bibliographic Details
Main Authors: Waleed Bin Tahir, Shah Khalid, Sulaiman Almutairi, Mohammed Abohashrh, Sufyan Ali Memon, Jawad Khan
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Deep learning
depression detection
machine learning
natural language processing
sentiment analysis
social media
Online Access:https://ieeexplore.ieee.org/document/10843708/
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