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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

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