A Fast and Minimal System to Identify Depression Using Smartphones: Explainable Machine Learning–Based Approach

BACKGROUND: Existing robust, pervasive device-based systems developed in recent years to detect depression require data collected over a long period and may not be effective in cases where early detection is crucial. Additionally, due to the requirement of running systems in the background for prolo...

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Detalles Bibliográficos
Autores principales: Ahmed, Md Sabbir, Ahmed, Nova
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10450542/
https://www.ncbi.nlm.nih.gov/pubmed/37561568
http://dx.doi.org/10.2196/28848

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10450542/
https://www.ncbi.nlm.nih.gov/pubmed/37561568
http://dx.doi.org/10.2196/28848

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