Generalizability of A Neural Network Model for Circadian Phase Prediction in Real-World Conditions

A neural network model was previously developed to predict melatonin rhythms accurately from blue light and skin temperature recordings in individuals on a fixed sleep schedule. This study aimed to test the generalizability of the model to other sleep schedules, including rotating shift work. Ambula...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Stone, Julia E., Phillips, Andrew J. K., Ftouni, Suzanne, Magee, Michelle, Howard, Mark, Lockley, Steven W., Sletten, Tracey L., Anderson, Clare, Rajaratnam, Shantha M. W., Postnova, Svetlana
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6662750/
https://ncbi.nlm.nih.gov/pubmed/31358781
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-47311-4
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