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An improved rhythmicity analysis method using Gaussian Processes detects cell-density dependent circadian oscillations in stem cells

Detecting oscillations in time series remains a challenging problem even after decades of research. In chronobiology, rhythms in time series (for instance gene expression, eclosion, egg-laying and feeding) datasets tend to be low amplitude, display large variations amongst replicates, and often exhi...

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Detalles Bibliográficos
Autores principales: Sahay, Shabnam, Adhikari, Shishir, Hormoz, Sahand, Chakrabarti, Shaon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10055182/
https://www.ncbi.nlm.nih.gov/pubmed/36993318
http://dx.doi.org/10.1101/2023.03.21.533651