Detection of Suicidality Among Opioid Users on Reddit: Machine Learning-Based Approach

• Main Authors: Yao, Hannah (Author), Rashidian, Sina (Author), Dong, Xinyu (Author), Duanmu, Hongyi (Author), Rosenthal, Richard N (Author), Wang, Fusheng (Author)
• Format: Book
• Published: JMIR Publications, 2020-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundIn 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. Intenti...