Differentiating acute from chronic insomnia with machine learning from actigraphy time series data

Acute and chronic insomnia have different causes and may require different treatments. They are investigated with multi-night nocturnal actigraphy data from two sleep studies. Two different wrist-worn actigraphy devices were used to measure physical activities. This required data pre-processing and...

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Detalles Bibliográficos
Autores principales: Rani, S., Shelyag, S., Karmakar, C., Zhu, Ye, Fossion, R., Ellis, J. G., Drummond, S. P. A., Angelova, M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Network Physiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10013073/
https://www.ncbi.nlm.nih.gov/pubmed/36926085
http://dx.doi.org/10.3389/fnetp.2022.1036832

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10013073/
https://www.ncbi.nlm.nih.gov/pubmed/36926085
http://dx.doi.org/10.3389/fnetp.2022.1036832

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