Long short-term memory model identifies ARDS and in-hospital mortality in both non-COVID-19 and COVID-19 cohort

OBJECTIVE: To identify the risk of acute respiratory distress syndrome (ARDS) and in-hospital mortality using long short-term memory (LSTM) framework in a mechanically ventilated (MV) non-COVID-19 cohort and a COVID-19 cohort. METHODS: We included MV ICU patients between 2017 and 2018 and reviewed p...

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Autores principales: Chen, Jen-Ting, Mehrizi, Rahil, Aasman, Boudewijn, Gong, Michelle Ng, Mirhaji, Parsa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2023
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10503386/
https://www.ncbi.nlm.nih.gov/pubmed/37709302
http://dx.doi.org/10.1136/bmjhci-2023-100782

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