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Tracheal Sound Analysis Using a Deep Neural Network to Detect Sleep Apnea

STUDY OBJECTIVES: Portable devices for home sleep apnea testing are often limited by their inability to discriminate sleep/wake status, possibly resulting in underestimations. Tracheal sound (TS), which can be visualized as a spectrogram, carries information about apnea/hypopnea and sleep/wake statu...

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Bibliografiske detaljer
Udgivet i:J Clin Sleep Med
Main Authors: Nakano, Hiroshi, Furukawa, Tomokazu, Tanigawa, Takeshi
Format: Artigo
Sprog:Inglês
Udgivet: American Academy of Sleep Medicine 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6707047/
https://ncbi.nlm.nih.gov/pubmed/31482834
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5664/jcsm.7804
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