# Machine learning models to detect anxiety and depression through social media: A scoping review

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-models-to-detect-anxiety-and-depression-through-social-media-a/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Arfan Ahmed,Sarah Aziz,Carla Toro,Mahmood Alzubaidi,Sara Irshaidat,Hashem Abu Serhan,Alaa Abd‐Alrazaq,Mowafa Househ |
| Citations | 99 |
| DOI | 10.1016/j.cmpbup.2022.100066 |
| Fields | Psychology |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.sciencedirect.com/science/article/pii/S2666990022000179/pdf |
| OpenAlex ID | https://openalex.org/W4295067194 |
| PMID | 36105318 |
| Type | article |
| Year | 2022 |

## Paper authors

- [Hashem Abu Serhan](https://scholariq.org/researchers/hashem-abu-serhan/)

## Paper primary topic

- [Mental Health via Writing](https://scholariq.org/topics/mental-health-via-writing/)

## Paper topics

- [Mental Health via Writing](https://scholariq.org/topics/mental-health-via-writing/)
- [Digital Mental Health Interventions](https://scholariq.org/topics/digital-mental-health-interventions/)
- [Mental Health Research Topics](https://scholariq.org/topics/mental-health-research-topics/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.