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Multilayer perceptron neural network model development for mechanical ventilator parameters prediction by real time system learning

BACKGROUND AND OBJECTIVE: In pandemic situations like COVID 19, real time monitoring of patient condition and continuous delivery of inspired oxygen can be made possible only through artificial intelligence-based system modeling. Even now manual control of mechanical ventilator parameters is continu...

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Detalles Bibliográficos
Autores principales: Radhakrishnan, Sita, Nair, Suresh G., Isaac, Johney
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8450520/
https://www.ncbi.nlm.nih.gov/pubmed/34567236
http://dx.doi.org/10.1016/j.bspc.2021.103170