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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...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2022
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| 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 |