Comparison of deep transfer learning algorithms and transferability measures for wearable sleep staging

BACKGROUND: Obtaining medical data using wearable sensors is a potential replacement for in-hospital monitoring, but the lack of data for such sensors poses a challenge for development. One solution is using in-hospital recordings to boost performance via transfer learning. While there are many poss...

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Detalles Bibliográficos
Autores principales: Waters, Samuel H., Clifford, Gari D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9465946/
https://www.ncbi.nlm.nih.gov/pubmed/36096868
http://dx.doi.org/10.1186/s12938-022-01033-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9465946/
https://www.ncbi.nlm.nih.gov/pubmed/36096868
http://dx.doi.org/10.1186/s12938-022-01033-3

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