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Machine Learning Approaches for Predicting Difficult Airway and First-Pass Success in the Emergency Department: Multicenter Prospective Observational Study
BACKGROUND: There is still room for improvement in the modified LEMON (look, evaluate, Mallampati, obstruction, neck mobility) criteria for difficult airway prediction and no prediction tool for first-pass success in the emergency department (ED). OBJECTIVE: We applied modern machine learning approa...
Autores principales: | Yamanaka, Syunsuke, Goto, Tadahiro, Morikawa, Koji, Watase, Hiroko, Okamoto, Hiroshi, Hagiwara, Yusuke, Hasegawa, Kohei |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8826144/ https://www.ncbi.nlm.nih.gov/pubmed/35076398 http://dx.doi.org/10.2196/28366 |
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