Identification of major depression patients using machine learning models based on heart rate variability during sleep stages for pre-hospital screening

With the COVID-19 pandemic causing challenges in hospital admissions globally, the role of home health monitoring in aiding the diagnosis of mental health disorders has become increasingly important. This paper proposes an interpretable machine learning solution to optimise initial screening for maj...

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Detalles Bibliográficos
Autores principales: Geng, Duyan, An, Qiang, Fu, Zhigang, Wang, Chao, An, Hongxia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10229199/
https://www.ncbi.nlm.nih.gov/pubmed/37290394
http://dx.doi.org/10.1016/j.compbiomed.2023.107060

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10229199/
https://www.ncbi.nlm.nih.gov/pubmed/37290394
http://dx.doi.org/10.1016/j.compbiomed.2023.107060

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