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Reinforcement learning assisted oxygen therapy for COVID-19 patients under intensive care
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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2021
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| Materias: | |
| 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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