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Automated Analysis Using a Bayesian Functional Mixed-Effects Model With Gaussian Process Responses for Wavelet Spectra of Spatiotemporal Colonic Manometry Signals

Manual analysis of human high-resolution colonic manometry data is time consuming, non-standardized and subject to laboratory bias. In this article we present a technique for spectral analysis and statistical inference of quasiperiodic spatiotemporal signals recorded during colonic manometry procedu...

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Detalles Bibliográficos
Autores principales: Wiklendt, Lukasz, Costa, Marcello, Scott, Mark S., Brookes, Simon J. H., Dinning, Phil G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7905106/
https://www.ncbi.nlm.nih.gov/pubmed/33643057
http://dx.doi.org/10.3389/fphys.2020.605066