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Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms

In this manuscript we consider methods for the analysis of populations of electroencephalogram (EEG) signals during sleep for the study of sleep disorders using hidden Markov models (HMMs). Notably, we propose an easily implemented method for simultaneously modeling multiple time series that involve...

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Detalhes bibliográficos
Main Authors: Langrock, Roland, Swihart, Bruce J., Caffo, Brian S., Punjabi, Naresh M., Crainiceanu, Ciprian M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3753805/
https://ncbi.nlm.nih.gov/pubmed/23348835
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.5747
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