Explainable Text-Based Depression and Suicide Risk Prediction from Social Media Using Deep Learning and Graph Neural Networks.

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Bibliographic Details
Title: Explainable Text-Based Depression and Suicide Risk Prediction from Social Media Using Deep Learning and Graph Neural Networks.
Authors: Rehman AU; Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar 25100, Pakistan., Iqbal A; Department of Computer Engineering, College of Computer Sciences and Information Technology, King Faisal University, Al-Ahsa 31982, Saudi Arabia., Sayyed A; Department of Computer Science, FAST National University of Computer & Emerging Sciences, Peshawar 25100, Pakistan., Aslam Z; Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar 25100, Pakistan., Mohmand MI; Department of Computer Engineering, Faculty of Engineering and Natural Sciences, Istanbul Atlas University, Istanbul 34408, Turkey., Husnain G; Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar 25100, Pakistan.
Source: Healthcare (Basel, Switzerland) [Healthcare (Basel)] 2026 May 22; Vol. 14 (11). Date of Electronic Publication: 2026 May 22.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101666525 Publication Model: Electronic Cited Medium: Print ISSN: 2227-9032 (Print) Linking ISSN: 22279032 NLM ISO Abbreviation: Healthcare (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2227-9032
DOI:10.3390/healthcare14111440