Deep Learning-Based Detection of Depression and Suicidal Tendencies in Social Media Data with Feature Selection

Deep Learning-Based Detection of Depression and Suicidal Tendencies in Social Media Data with Feature Selection

Social media has become an essential platform for understanding human behavior, particularly in relation to mental health conditions such as depression and suicidal tendencies. Given the increasing reliance on digital communication, the ability to automatically detect individuals at risk through the...

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Bibliographic Details
Main Authors: İsmail Baydili, Burak Tasci, Gülay Tasci
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Behavioral Sciences
Subjects:
depression and suicidal tendencies
depression detection
suicidal ideation
social media analysis
pre-trained language models
feature selection
Online Access:https://www.mdpi.com/2076-328X/15/3/352
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