Detecting and Measuring Depression on Social Media Using a Machine Learning Approach: Systematic Review.
Danxia LiuXing Lin FengFarooq AhmedMuhammad ShahidJing GuoPublished in: JMIR mental health (2022)
ML approaches applied to text data from users on social media can work effectively in depression detection and could serve as complementary tools in public mental health practice.
Keyphrases
- social media
- mental health
- systematic review
- machine learning
- health information
- depressive symptoms
- healthcare
- sleep quality
- big data
- meta analyses
- primary care
- electronic health record
- artificial intelligence
- smoking cessation
- loop mediated isothermal amplification
- quality improvement
- deep learning
- real time pcr
- physical activity
- drug induced