Cargando…
Prediction of Mental Health Problem Using Annual Student Health Survey: Machine Learning Approach
BACKGROUND: One of the reasons why students go to counseling is being called on based on self-reported health survey results. However, there is no concordant standard for such calls. OBJECTIVE: This study aims to develop a machine learning (ML) model to predict students’ mental health problems in 1...
Autores principales: | Baba, Ayako, Bunji, Kyosuke |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10209795/ https://www.ncbi.nlm.nih.gov/pubmed/37163323 http://dx.doi.org/10.2196/42420 |
Ejemplares similares
-
Predicting mental health problems in adolescence using machine learning techniques
por: Tate, Ashley E., et al.
Publicado: (2020) -
Epidemiology of mental health problems in female students: A questionnaire survey
por: Mokhtari, Mehdi, et al.
Publicado: (2013) -
Single classifier vs. ensemble machine learning approaches for mental health prediction
por: Chung, Jetli, et al.
Publicado: (2023) -
Predicting Patient Wait Times by Using Highly Deidentified Data in Mental Health Care: Enhanced Machine Learning Approach
por: Rastpour, Amir, et al.
Publicado: (2022) -
Predicting Undesired Treatment Outcomes With Machine Learning in Mental Health Care: Multisite Study
por: Van Mens, Kasper, et al.
Publicado: (2023)