# A machine learning approach for predicting suicidal thoughts and behaviours among college students

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-machine-learning-approach-for-predicting-suicidal-thoughts-and-behaviours/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Mélissa Macalli,Marie C. Navarro,Massimiliano Orri,Marie Tournier,Rodolphe Thiébaut,Sylvana M. Côté,Christophe Tzourio |
| Citations | 68 |
| DOI | 10.1038/s41598-021-90728-z |
| Fields | Psychology |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41598-021-90728-z.pdf |
| OpenAlex ID | https://openalex.org/W3168577973 |
| PMID | 34131161 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Mélissa Macalli](https://scholariq.org/researchers/melissa-macalli/)
- [Marie C. Navarro](https://scholariq.org/researchers/marie-c-navarro/)

## Paper journal

- [Scientific Reports](https://scholariq.org/journals/scientific-reports/)

## Paper primary topic

- [Suicide and Self-Harm Studies](https://scholariq.org/topics/suicide-and-self-harm-studies/)

## Paper topics

- [Suicide and Self-Harm Studies](https://scholariq.org/topics/suicide-and-self-harm-studies/)
- [Mental Health Treatment and Access](https://scholariq.org/topics/mental-health-treatment-and-access/)
- [Child and Adolescent Psychosocial and Emotional Development](https://scholariq.org/topics/child-and-adolescent-psychosocial-and-emotional-development/)

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