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Automated Detection of Sleep Apnea-Hypopnea Events Based on 60 GHz Frequency-Modulated Continuous-Wave Radar Using Convolutional Recurrent Neural Networks: A Preliminary Report of a Prospective Cohort Study
Radar is a promising non-contact sensor for overnight polysomnography (PSG), the gold standard for diagnosing obstructive sleep apnea (OSA). This preliminary study aimed to demonstrate the feasibility of the automated detection of apnea-hypopnea events for OSA diagnosis based on 60 GHz frequency-mod...
Autores principales: | Choi, Jae Won, Kim, Dong Hyun, Koo, Dae Lim, Park, Yangmi, Nam, Hyunwoo, Lee, Ji Hyun, Kim, Hyo Jin, Hong, Seung-No, Jang, Gwangsoo, Lim, Sungmook, Kim, Baekhyun |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9570824/ https://www.ncbi.nlm.nih.gov/pubmed/36236274 http://dx.doi.org/10.3390/s22197177 |
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