Sputum deposition classification for mechanically ventilated patients using LSTM method based on airflow signals

A novel sputum deposition classification method for mechanically ventilated patients based on the long-short-term memory network (LSTM) method was proposed in this study. A wireless ventilation airflow signals collection system was designed and used in this study. The ventilation airflow signals wer...

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Detalles Bibliográficos
Autores principales: Ren, Shuai, Niu, Jinglong, Cai, Maolin, Shi, Yan, Wang, Tao, Luo, Zujin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9719017/
https://www.ncbi.nlm.nih.gov/pubmed/36471852
http://dx.doi.org/10.1016/j.heliyon.2022.e11929

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9719017/
https://www.ncbi.nlm.nih.gov/pubmed/36471852
http://dx.doi.org/10.1016/j.heliyon.2022.e11929

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