A Hybrid Decision Tree and Deep Learning Approach Combining Medical Imaging and Electronic Medical Records to Predict Intubation Among Hospitalized Patients With COVID-19: Algorithm Development and Validation

BACKGROUND: Early prediction of the need for invasive mechanical ventilation (IMV) in patients hospitalized with COVID-19 symptoms can help in the allocation of resources appropriately and improve patient outcomes by appropriately monitoring and treating patients at the greatest risk of respiratory...

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Detalles Bibliográficos
Autores principales: Nguyen, Kim-Anh-Nhi, Tandon, Pranai, Ghanavati, Sahar, Cheetirala, Satya Narayana, Timsina, Prem, Freeman, Robert, Reich, David, Levin, Matthew A, Mazumdar, Madhu, Fayad, Zahi A, Kia, Arash
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10636624/
https://www.ncbi.nlm.nih.gov/pubmed/37883177
http://dx.doi.org/10.2196/46905

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