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RUDA-2025: Depression Severity Detection Using Pre-Trained Transformers on Social Media Data

Depression is a serious mental health disorder affecting cognition, emotions, and behavior. It impacts over 300 million people globally, with mental health care costs exceeding $1 trillion annually. Traditional diagnostic methods are often expensive, time-consuming, stigmatizing, and difficult to ac...

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Principais autores: Muhammad Ahmad, Pierpaolo Basile, Fida Ullah, Ildar Batyrshin, Grigori Sidorov
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-08-01
Serier:AI
Fag:
depression analysis
mental health
code-mixed Roman Urdu
Nastaliq Urdu
deep learning
transfer learning
Online adgang:https://www.mdpi.com/2673-2688/6/8/191
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