A fused-image-based approach to detect obstructive sleep apnea using a single-lead ECG and a 2D convolutional neural network

Obstructive sleep apnea (OSA) is a common chronic sleep disorder that disrupts breathing during sleep and is associated with many other medical conditions, including hypertension, coronary heart disease, and depression. Clinically, the standard for diagnosing OSA involves nocturnal polysomnography (...

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Detalles Bibliográficos
Autores principales: Niroshana, S. M. Isuru, Zhu, Xin, Nakamura, Keijiro, Chen, Wenxi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8075238/
https://www.ncbi.nlm.nih.gov/pubmed/33901251
http://dx.doi.org/10.1371/journal.pone.0250618

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8075238/
https://www.ncbi.nlm.nih.gov/pubmed/33901251
http://dx.doi.org/10.1371/journal.pone.0250618

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