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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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Bibliografische gegevens
Hoofdauteurs: Langrock, Roland, Swihart, Bruce J., Caffo, Brian S., Punjabi, Naresh M., Crainiceanu, Ciprian M.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2013
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Online toegang: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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