Using dynamic time warping self-organizing maps to characterize diurnal patterns in environmental exposures

Advances in measurement technology are producing increasingly time-resolved environmental exposure data. We aim to gain new insights into exposures and their potential health impacts by moving beyond simple summary statistics (e.g., means, maxima) to characterize more detailed features of high-frequ...

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Detalles Bibliográficos
Autores principales: Li, Kenan, Sward, Katherine, Deng, Huiyu, Morrison, John, Habre, Rima, Franklin, Meredith, Chiang, Yao-Yi, Ambite, Jose Luis, Wilson, John P., Eckel, Sandrah P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8674322/
https://www.ncbi.nlm.nih.gov/pubmed/34912034
http://dx.doi.org/10.1038/s41598-021-03515-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8674322/
https://www.ncbi.nlm.nih.gov/pubmed/34912034
http://dx.doi.org/10.1038/s41598-021-03515-1

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