Cargando…
Detection of Suicidality Among Opioid Users on Reddit: Machine Learning–Based Approach
BACKGROUND: In recent years, both suicide and overdose rates have been increasing. Many individuals who struggle with opioid use disorder are prone to suicidal ideation; this may often result in overdose. However, these fatal overdoses are difficult to classify as intentional or unintentional. Inten...
Autores principales: | Yao, Hannah, Rashidian, Sina, Dong, Xinyu, Duanmu, Hongyi, Rosenthal, Richard N, Wang, Fusheng |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7732714/ https://www.ncbi.nlm.nih.gov/pubmed/33245287 http://dx.doi.org/10.2196/15293 |
Ejemplares similares
-
Leveraging Reddit for Suicidal Ideation Detection: A Review of Machine Learning and Natural Language Processing Techniques
por: Yeskuatov, Eldar, et al.
Publicado: (2022) -
Detecting Suicide and Self-Harm Discussions Among Opioid Substance Users on Instagram Using Machine Learning
por: Purushothaman, Vidya, et al.
Publicado: (2021) -
Where Opioid Overdose Patients Live Far From Treatment: Geospatial Analysis of Underserved Populations in New York State
por: Abell-Hart, Kayley, et al.
Publicado: (2022) -
Using Machine Learning–Based Approaches for the Detection and Classification of Human Papillomavirus Vaccine Misinformation: Infodemiology Study of Reddit Discussions
por: Du, Jingcheng, et al.
Publicado: (2021) -
Evidence of Online Performance Deterioration in User Sessions on Reddit
por: Singer, Philipp, et al.
Publicado: (2016)