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Convolutional neural network-based respiration analysis of electrical activities of the diaphragm

The electrical activity of the diaphragm (Edi) is considered a new respiratory vital sign for monitoring breathing patterns and efforts during ventilator care. However, the Edi signal contains irregular noise from complex causes, which makes reliable breathing analysis difficult. Deep learning was i...

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Detalles Bibliográficos
Autores principales: Lee, Hyun-Gyu, Lee, Gahee, Lee, Juyoung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9534871/
https://www.ncbi.nlm.nih.gov/pubmed/36198756
http://dx.doi.org/10.1038/s41598-022-21165-9