Reinforcement learning assisted oxygen therapy for COVID-19 patients under intensive care

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BACKGROUND: Patients with severe Coronavirus disease 19 (COVID-19) typically require supplemental oxygen as an essential treatment. We developed a machine learning algorithm, based on deep Reinforcement Learning (RL), for continuous management of oxygen flow rate for critically ill patients under in...

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Detalles Bibliográficos
Autores principales: Zheng, Hua, Zhu, Jiahao, Xie, Wei, Zhong, Judy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8678583/
https://www.ncbi.nlm.nih.gov/pubmed/34920724
http://dx.doi.org/10.1186/s12911-021-01712-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8678583/
https://www.ncbi.nlm.nih.gov/pubmed/34920724
http://dx.doi.org/10.1186/s12911-021-01712-6

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