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Detection of Suicide Ideation in Social Media Forums Using Deep Learning

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References

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2001Word Use in the Poetry of Suicidal and Nonsuicidal Poets547 cited
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2013Tracking Suicide Risk Factors Through Twitter in the US342 cited

Cited by

2022Detecting and Analyzing Suicidal Ideation on Social Media Using Deep Learning and Machine Learning Models150 cited
2020Using Social Media for Mental Health Surveillance147 cited
2023Mental Health Analysis in Social Media Posts: A Survey135 cited
2022A Novel Text Mining Approach for Mental Health Prediction Using Bi-LSTM and BERT Model119 cited
2023Suicide Risk Assessments Through the Eyes of ChatGPT-3.5 Versus ChatGPT-4: Vignette Study119 cited
2022A Comparative Analysis on Suicidal Ideation Detection Using NLP, Machine, and Deep Learning117 cited
2020

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A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media

114 cited

2020Building and Using Personal Knowledge Graph to Improve Suicidal Ideation Detection on Social Media104 cited

2022A mental state Knowledge–aware and Contrastive Network for early stress and depression detection on social media94 cited

2022Deep learning techniques for suicide and depression detection from online social media: A scoping review94 cited

2021An ensemble deep learning technique for detecting suicidal ideation from posts in social media platforms72 cited

2021Machine learning for suicidal ideation identification: A systematic literature review67 cited