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Identifying the Recurrence of Sleep Apnea Using A Harmonic Hidden Markov Model

We propose to model time-varying periodic and oscillatory processes by means of a hidden Markov model where the states are defined through the spectral properties of a periodic regime. The number of states is unknown along with the relevant periodicities, the role and number of which may vary across...

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Detalhes bibliográficos
Publicado no:Ann Appl Stat
Main Authors: Hadj-Amar, Beniamino, Finkenstädt, Bärbel, Fiecas, Mark, Huckstepp, Robert
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7611772/
https://ncbi.nlm.nih.gov/pubmed/34616500
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/21-AOAS1455
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